From e88a9df97f2aab9f01f0d4565c85c9b2246c8c92 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Sun, 24 Mar 2024 20:19:30 +0000 Subject: [PATCH 01/16] feat: Added mod net and webgpu support --- bundle/models/modnet | 3 + bundle/models/modnet_fp16 | 3 + package-lock.json | 324 +- package.json | 2 +- packages/node-e2e/package.json | 4 +- .../files/photo-1590523278191-hires.webp | 3 + .../files/photo-1686002359940-hires.webp | 3 + packages/node-examples/package-lock.json | 72 +- packages/node-examples/package.json | 7 +- packages/node-examples/src/example_001.cjs | 25 +- packages/node/.resources.mjs | 10 + packages/node/ThirdPartyLicenses.json | 28 +- ...0-Added_ThirdPartyLicenses_json_Added.yaml | 4 +- ...42403201448-Added_Modnet_models_Added.yaml | 9 + packages/node/package.json | 4 +- packages/node/src/schema.ts | 4 +- packages/web-data/.resources.mjs | 10 + packages/web-data/ThirdPartyLicenses.json | 28 +- ...0-Added_ThirdPartyLicenses_json_Added.yaml | 2 +- packages/web-data/package.json | 4 +- .../web-examples/create-react-app/.gitignore | 23 - .../web-examples/create-react-app/README.md | 70 - .../create-react-app/package-lock.json | 17340 ---------------- .../create-react-app/package.json | 38 - .../create-react-app/public/favicon.ico | Bin 3870 -> 0 bytes .../create-react-app/public/index.html | 43 - .../create-react-app/public/logo192.png | 3 - .../create-react-app/public/logo512.png | 3 - .../create-react-app/public/manifest.json | 25 - .../create-react-app/public/robots.txt | 3 - .../create-react-app/public/static/js | 1 - .../web-examples/create-react-app/src/App.css | 35 - .../web-examples/create-react-app/src/App.js | 85 - .../create-react-app/src/index.css | 13 - .../create-react-app/src/index.js | 17 - .../create-react-app/src/logo.svg | 1 - .../create-react-app/src/reportWebVitals.js | 13 - .../create-react-app/src/setupProxy.js | 7 - .../create-react-app/src/setupTests.js | 5 - .../vite-project/package-lock.json | 46 +- .../web-examples/vite-project/package.json | 4 +- .../web-examples/vite-project/src/App.vue | 16 +- .../web-examples/vite-project/src/style.css | 8 +- packages/web/ThirdPartyLicenses.json | 52 +- ...0-Added_ThirdPartyLicenses_json_Added.yaml | 2 +- ...42403201442-Added_Modnet_models_Added.yaml | 9 + ...o_execute_on_gpu_webgpu_and_cpu_Added.yaml | 9 + packages/web/package.json | 4 +- packages/web/src/inference.ts | 5 +- packages/web/src/onnx.ts | 51 +- packages/web/src/schema.ts | 8 +- 51 files changed, 471 insertions(+), 18017 deletions(-) create mode 100644 bundle/models/modnet create mode 100644 bundle/models/modnet_fp16 create mode 100644 packages/node-examples/files/photo-1590523278191-hires.webp create mode 100644 packages/node-examples/files/photo-1686002359940-hires.webp create mode 100644 packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml delete mode 100644 packages/web-examples/create-react-app/.gitignore delete mode 100644 packages/web-examples/create-react-app/README.md delete mode 100644 packages/web-examples/create-react-app/package-lock.json delete mode 100644 packages/web-examples/create-react-app/package.json delete mode 100644 packages/web-examples/create-react-app/public/favicon.ico delete mode 100644 packages/web-examples/create-react-app/public/index.html delete mode 100644 packages/web-examples/create-react-app/public/logo192.png delete mode 100644 packages/web-examples/create-react-app/public/logo512.png delete mode 100644 packages/web-examples/create-react-app/public/manifest.json delete mode 100644 packages/web-examples/create-react-app/public/robots.txt delete mode 120000 packages/web-examples/create-react-app/public/static/js delete mode 100644 packages/web-examples/create-react-app/src/App.css delete mode 100644 packages/web-examples/create-react-app/src/App.js delete mode 100644 packages/web-examples/create-react-app/src/index.css delete mode 100644 packages/web-examples/create-react-app/src/index.js delete mode 100644 packages/web-examples/create-react-app/src/logo.svg delete mode 100644 packages/web-examples/create-react-app/src/reportWebVitals.js delete mode 100644 packages/web-examples/create-react-app/src/setupProxy.js delete mode 100644 packages/web-examples/create-react-app/src/setupTests.js create mode 100644 packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml create mode 100644 packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml diff --git a/bundle/models/modnet b/bundle/models/modnet new file mode 100644 index 0000000..000bf52 --- /dev/null +++ b/bundle/models/modnet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07c308cf0fc7e6e8b2065a12ed7fc07e1de8febb7dc7839d7b7f15dd66584df9 +size 25888640 diff --git a/bundle/models/modnet_fp16 b/bundle/models/modnet_fp16 new file mode 100644 index 0000000..0eb487f --- /dev/null +++ b/bundle/models/modnet_fp16 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25f165da9bfd30830a575f1f0490f1acd995975cb349bc02f3d79332e1fe5cf6 +size 12984781 diff --git a/package-lock.json b/package-lock.json index 7838abe..d50a132 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "workspace", - "version": "1.4.4", + "version": "1.4.5", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "workspace", - "version": "1.4.4", + "version": "1.4.5", "workspaces": [ "packages/web", "packages/web-data", @@ -1009,19 +1009,6 @@ "node": ">=4" } }, - "node_modules/assert": { - "version": "2.1.0", - "resolved": "https://registry.npmjs.org/assert/-/assert-2.1.0.tgz", - "integrity": "sha512-eLHpSK/Y4nhMJ07gDaAzoX/XAKS8PSaojml3M0DM4JpV1LAi5JOJ/p6H/XWrl8L+DzVEvVCW1z3vWAaB9oTsQw==", - "dev": true, - "dependencies": { - "call-bind": "^1.0.2", - "is-nan": "^1.3.2", - "object-is": "^1.1.5", - "object.assign": "^4.1.4", - "util": 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+ "type": "opencollective", + "url": "https://opencollective.com/webpack" + }, + "peerDependenciesMeta": { + "webpack-cli": { + "optional": true + } + } + }, + "packages/node/node_modules/zod": { + "version": "3.21.4", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.21.4.tgz", + "integrity": "sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw==", + "funding": { + "url": "https://github.com/sponsors/colinhacks" } }, "packages/web": { "name": "@imgly/background-removal", - "version": "1.4.4", + "version": "1.4.5", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "@types/lodash": "~4.14.0", @@ -4769,7 +4795,7 @@ }, "packages/web-data": { "name": "@imgly/background-removal-data", - "version": "1.4.4", + "version": "1.4.5", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "onnxruntime-web": "~1.17.0" diff --git a/package.json b/package.json index 0cd4edc..44a1d44 100644 --- a/package.json +++ b/package.json @@ -1,5 +1,5 @@ { - "version": "1.4.5", + "version": "1.5.0", "name": "workspace", "workspaces": [ "packages/web", diff --git a/packages/node-e2e/package.json b/packages/node-e2e/package.json index ece9c67..09034ca 100644 --- a/packages/node-e2e/package.json +++ b/packages/node-e2e/package.json @@ -6,5 +6,5 @@ "@imgly/background-removal-node": "file:../node", "jest": "^29.6.2" }, - "version": "1.4.5" -} \ No newline at end of file + "version": "1.5.0" +} diff --git a/packages/node-examples/files/photo-1590523278191-hires.webp b/packages/node-examples/files/photo-1590523278191-hires.webp new file mode 100644 index 0000000..b9c856d --- /dev/null +++ b/packages/node-examples/files/photo-1590523278191-hires.webp @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6655f3d8fdd8dedfb8592a6556696ce5c4f8993c156fbea6fabdf4eab78eaa8 +size 415407 diff --git a/packages/node-examples/files/photo-1686002359940-hires.webp b/packages/node-examples/files/photo-1686002359940-hires.webp new file mode 100644 index 0000000..ff3350b --- /dev/null +++ b/packages/node-examples/files/photo-1686002359940-hires.webp @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7517785b2f1e0989cf1fd90f8ab7aba4e9fa18397849e1d5849b6671ffd680ae +size 3480616 diff --git a/packages/node-examples/package-lock.json b/packages/node-examples/package-lock.json index 0b4bdef..838b85b 100644 --- a/packages/node-examples/package-lock.json +++ b/packages/node-examples/package-lock.json @@ -1,14 +1,15 @@ { "name": "examples-node-cli", - "version": "next", + "version": "1.5.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "examples-node-cli", - "version": "next", + "version": "1.5.0", "dependencies": { - "@imgly/background-removal-node": "file:../node" + "@imgly/background-removal-node": "file:../node", + "uuidv4": "^6.2.13" } }, "../..": { @@ -20,36 +21,59 @@ }, "../node": { "name": "@imgly/background-removal-node", - "version": "next", + "version": "1.5.0", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { - "@types/lodash": "^4.14.195", - "@types/node": "^20.3.1", - "lodash": "^4.17.21", - "ndarray": "^1.0.19", - "onnxruntime-node": "^1.15.1", - "sharp": "^0.32.4", - "zod": "^3.21.4" + "@types/lodash": "~4.14.195", + "@types/ndarray": "~1.0.14", + "@types/node": "~20.3.1", + "lodash": "~4.17.21", + "ndarray": "~1.0.19", + "onnxruntime-node": "~1.17.0", + "sharp": "~0.32.4", + "zod": "~3.21.4" }, "devDependencies": { - "assert": "^2.0.0", - "esbuild": "^0.18.18", - "npm-dts": "^1.3.12", - "os-browserify": "^0.3.0", - "path-browserify": "^1.0.1", - "process": "^0.11.10", - "stream-browserify": "^3.0.0", - "ts-loader": "^9.4.3", - "tslib": "^2.5.3", - "typescript": "^5.1.6", - "util": "^0.12.5", - "webpack": "^5.85.1", - "webpack-cli": "^5.1.4" + "assert": "~2.0.0", + "esbuild": "~0.18.18", + "npm-dts": "~1.3.12", + "os-browserify": "~0.3.0", + "path-browserify": "~1.0.1", + "process": "~0.11.10", + "stream-browserify": "~3.0.0", + "ts-loader": "~9.4.3", + "tslib": "~2.5.3", + "typescript": "~5.1.6", + "util": "~0.12.5", + "webpack": "~5.85.1", + "webpack-cli": "~5.1.4" } }, "node_modules/@imgly/background-removal-node": { "resolved": "../node", "link": true + }, + "node_modules/@types/uuid": { + "version": "8.3.4", + "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-8.3.4.tgz", + "integrity": "sha512-c/I8ZRb51j+pYGAu5CrFMRxqZ2ke4y2grEBO5AUjgSkSk+qT2Ea+OdWElz/OiMf5MNpn2b17kuVBwZLQJXzihw==" + }, + "node_modules/uuid": { + "version": "8.3.2", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz", + "integrity": "sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==", + "bin": { + "uuid": "dist/bin/uuid" + } + }, + "node_modules/uuidv4": { + "version": "6.2.13", + "resolved": "https://registry.npmjs.org/uuidv4/-/uuidv4-6.2.13.tgz", + "integrity": "sha512-AXyzMjazYB3ovL3q051VLH06Ixj//Knx7QnUSi1T//Ie3io6CpsPu9nVMOx5MoLWh6xV0B9J0hIaxungxXUbPQ==", + "dependencies": { + "@types/uuid": "8.3.4", + "uuid": "8.3.2" + } } } } diff --git a/packages/node-examples/package.json b/packages/node-examples/package.json index 72678e8..776891b 100644 --- a/packages/node-examples/package.json +++ b/packages/node-examples/package.json @@ -6,7 +6,8 @@ "start": "node src/example_001.cjs" }, "dependencies": { - "@imgly/background-removal-node": "file:../node" + "@imgly/background-removal-node": "file:../node", + "uuidv4": "^6.2.13" }, - "version": "1.4.5" -} \ No newline at end of file + "version": "1.5.0" +} diff --git a/packages/node-examples/src/example_001.cjs b/packages/node-examples/src/example_001.cjs index c8caade..a2f446a 100644 --- a/packages/node-examples/src/example_001.cjs +++ b/packages/node-examples/src/example_001.cjs @@ -4,10 +4,13 @@ const { applySegmentationMask } = require('@imgly/background-removal-node'); const fs = require('fs'); +const uuidv4 = require('uuid').v4; const images = [ - 'files/photo-1686002359940-6a51b0d64f68.jpeg' - // 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&q=80', + // 'files/photo-1686002359940-6a51b0d64f68.jpeg', + 'files/photo-1686002359940-hires.webp' + // 'files/photo-1590523278191-hires.webp' + // 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&q=80' // 'https://images.unsplash.com/photo-1590523278191-995cbcda646b?ixlib=rb-1.2.1&q=80&fm=jpg&crop=entropy&cs=tinysrgb&w=1080&fit=max&ixid=eyJhcHBfaWQiOjEyMDd9' ]; @@ -23,19 +26,27 @@ async function run() { `${type} ${subtype} ${((current / total) * 100).toFixed(0)}%` ); }, + // model: 'small', + model: 'medium', + // model: 'large', + // model: 'modnet', + // model: 'modnet_fp16', + // model: 'modnet_quint8', output: { quality: 0.8, - format: 'image/png' //image/jpeg, image/webp + format: 'image/webp' //image/jpeg, image/webp } }; - // const blob = await removeBackground(randomImage, config); - const mask = await segmentForeground(randomImage, config); - const blob = await applySegmentationMask(randomImage, mask, config); + console.time(); + const blob = await removeBackground(randomImage, config); + // const mask = await segmentForeground(randomImage, config); + // const blob = await applySegmentationMask(randomImage, mask, config); + console.timeEnd(); const buffer = await blob.arrayBuffer(); try { const format = config.output.format.split('/').pop(); - const outFile = `tmp/output.${format}`; + const outFile = `tmp/${uuidv4()}.${format}`; await fs.promises.mkdir('tmp', { recursive: true }); await fs.promises.writeFile(outFile, Buffer.from(buffer)); console.log(`Image saved to ${outFile}`); diff --git a/packages/node/.resources.mjs b/packages/node/.resources.mjs index fc706a8..1a83199 100644 --- a/packages/node/.resources.mjs +++ b/packages/node/.resources.mjs @@ -8,5 +8,15 @@ export default [ path: '/models/', source: '../../bundle/models/medium', mime: 'application/octet-steam' + }, + { + path: '/models/', + source: '../../bundle/models/large', + mime: 'application/octet-steam' + }, + { + path: '/models/', + source: '../../bundle/models/modnet*', + mime: 'application/octet-steam' } ]; diff --git a/packages/node/ThirdPartyLicenses.json b/packages/node/ThirdPartyLicenses.json index 0fab081..fdc4bc6 100644 --- a/packages/node/ThirdPartyLicenses.json +++ b/packages/node/ThirdPartyLicenses.json @@ -1,13 +1,17 @@ { - "onnxruntime-web": { - "source": "https://www.npmjs.com/package/onnxruntime-web", - "type": "code", - "license": "MIT" - }, - "ISNET": { - "source": "https://github.com/xuebinqin/DIS", - "type": "model", - "license": "MIT" - } - -} \ No newline at end of file + "onnxruntime-web": { + "source": "https://www.npmjs.com/package/onnxruntime-node", + "type": "code", + "license": "MIT" + }, + "ISNET": { + "source": "https://github.com/xuebinqin/DIS", + "type": "model", + "license": "MIT" + }, + "Modnet": { + "source": "https://github.com/ZHKKKe/MODNet", + "type": "model", + "license": "Apache-2.0" + } +} diff --git a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index e75a844..c424b45 100644 --- a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -1,4 +1,4 @@ ---- +cd --- type: Added # type: Added # type: Changed @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json Added diff --git a/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml b/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml new file mode 100644 index 0000000..8e70495 --- /dev/null +++ b/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml @@ -0,0 +1,9 @@ +--- +type: Added +# type: Added +# type: Changed +# type: Removed +# type: Security +# private: true +description: | + Added Modnet models Added diff --git a/packages/node/package.json b/packages/node/package.json index e88941c..7d5d3d5 100644 --- a/packages/node/package.json +++ b/packages/node/package.json @@ -1,6 +1,6 @@ { "name": "@imgly/background-removal-node", - "version": "1.4.5", + "version": "1.5.0", "description": "Background Removal in NodeJS", "resources": "@imgly/background-removal-node", "keywords": [ @@ -83,4 +83,4 @@ "webpack": "~5.85.1", "webpack-cli": "~5.1.4" } -} \ No newline at end of file +} diff --git a/packages/node/src/schema.ts b/packages/node/src/schema.ts index 67dfa7d..8fd32d1 100644 --- a/packages/node/src/schema.ts +++ b/packages/node/src/schema.ts @@ -45,7 +45,9 @@ const ConfigSchema = z .returns(z.void()) .describe('Progress callback.') .optional(), - model: z.enum(['small', 'medium', 'large']).default('medium'), + model: z + .enum(['small', 'medium', 'large', 'modnet', 'modnet_fp16']) + .default('medium'), output: z .object({ format: z diff --git a/packages/web-data/.resources.mjs b/packages/web-data/.resources.mjs index c85aa88..8029c56 100644 --- a/packages/web-data/.resources.mjs +++ b/packages/web-data/.resources.mjs @@ -13,5 +13,15 @@ export default [ path: '/models/', source: '../../bundle/models/medium', mime: 'application/octet-steam' + }, + // { + // path: '/models/', + // source: '../../bundle/models/large', + // mime: 'application/octet-steam' + // }, + { + path: '/models/', + source: '../../bundle/models/modnet*', + mime: 'application/octet-steam' } ]; diff --git a/packages/web-data/ThirdPartyLicenses.json b/packages/web-data/ThirdPartyLicenses.json index 0fab081..d57e0a0 100644 --- a/packages/web-data/ThirdPartyLicenses.json +++ b/packages/web-data/ThirdPartyLicenses.json @@ -1,13 +1,17 @@ { - "onnxruntime-web": { - "source": "https://www.npmjs.com/package/onnxruntime-web", - "type": "code", - "license": "MIT" - }, - "ISNET": { - "source": "https://github.com/xuebinqin/DIS", - "type": "model", - "license": "MIT" - } - -} \ No newline at end of file + "onnxruntime-web": { + "source": "https://www.npmjs.com/package/onnxruntime-web", + "type": "code", + "license": "MIT" + }, + "ISNET": { + "source": "https://github.com/xuebinqin/DIS", + "type": "model", + "license": "MIT" + }, + "Modnet": { + "source": "https://github.com/ZHKKKe/MODNet", + "type": "model", + "license": "Apache-2.0" + } +} diff --git a/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index e75a844..5021615 100644 --- a/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json Added diff --git a/packages/web-data/package.json b/packages/web-data/package.json index 1d26740..b8da8c4 100644 --- a/packages/web-data/package.json +++ b/packages/web-data/package.json @@ -1,6 +1,6 @@ { "name": "@imgly/background-removal-data", - "version": "1.4.5", + "version": "1.5.0", "description": "Background Removal Data", "keywords": [ "background-removal", @@ -48,4 +48,4 @@ "dependencies": { "onnxruntime-web": "~1.17.0" } -} \ No newline at end of file +} diff --git a/packages/web-examples/create-react-app/.gitignore b/packages/web-examples/create-react-app/.gitignore deleted file mode 100644 index 4d29575..0000000 --- a/packages/web-examples/create-react-app/.gitignore +++ /dev/null @@ -1,23 +0,0 @@ -# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. - -# dependencies -/node_modules -/.pnp -.pnp.js - -# testing -/coverage - -# production -/build - -# misc -.DS_Store -.env.local -.env.development.local -.env.test.local -.env.production.local - -npm-debug.log* -yarn-debug.log* -yarn-error.log* diff --git a/packages/web-examples/create-react-app/README.md b/packages/web-examples/create-react-app/README.md deleted file mode 100644 index 58beeac..0000000 --- a/packages/web-examples/create-react-app/README.md +++ /dev/null @@ -1,70 +0,0 @@ -# Getting Started with Create React App - -This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app). - -## Available Scripts - -In the project directory, you can run: - -### `npm start` - -Runs the app in the development mode.\ -Open [http://localhost:3000](http://localhost:3000) to view it in your browser. - -The page will reload when you make changes.\ -You may also see any lint errors in the console. - -### `npm test` - -Launches the test runner in the interactive watch mode.\ -See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information. - -### `npm run build` - -Builds the app for production to the `build` folder.\ -It correctly bundles React in production mode and optimizes the build for the best performance. - -The build is minified and the filenames include the hashes.\ -Your app is ready to be deployed! - -See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information. - -### `npm run eject` - -**Note: this is a one-way operation. Once you `eject`, you can't go back!** - -If you aren't satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project. - -Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you're on your own. - -You don't have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn't feel obligated to use this feature. However we understand that this tool wouldn't be useful if you couldn't customize it when you are ready for it. - -## Learn More - -You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started). - -To learn React, check out the [React documentation](https://reactjs.org/). - -### Code Splitting - -This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting) - -### Analyzing the Bundle Size - -This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size) - -### Making a Progressive Web App - -This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app) - -### Advanced Configuration - -This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration) - -### Deployment - -This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment) - -### `npm run build` fails to minify - -This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify) diff --git a/packages/web-examples/create-react-app/package-lock.json b/packages/web-examples/create-react-app/package-lock.json deleted file mode 100644 index 7b03854..0000000 --- a/packages/web-examples/create-react-app/package-lock.json +++ /dev/null @@ -1,17340 +0,0 @@ -{ - "name": "test", - "version": "1.1.0", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "test", - "version": "1.1.0", - "dependencies": { - "@imgly/background-removal": "file:../../web", - "@testing-library/jest-dom": "^5.16.5", - "@testing-library/react": "^13.4.0", - "@testing-library/user-event": "^13.5.0", - "react": "^18.2.0", - "react-dom": "^18.2.0", - "react-scripts": "5.0.1", - "web-vitals": "^2.1.4" - } - }, - "../..": { - "name": "@imgly/background-removal", - "version": "1.0.6", - "license": "SEE LICENSE IN LICENSE.md", - "dependencies": { - "lodash": "^4.17.21", - "onnxruntime-web": "^1.15.1", - "wasm-feature-detect": "^1.5.1", - "zod": "^3.21.4" - }, - "devDependencies": { - "@parcel/packager-ts": "^2.9.3", - "@parcel/resolver-default": "^2.9.3", - "@parcel/transformer-typescript-types": "^2.9.3", - "@types/lodash": "^4.14.195", - "@types/node": "^20.3.1", - "assert": "^2.0.0", - "glob": "^10.3.3", - "parcel": "^2.9.3", - "process": "^0.11.10", - "ts-loader": "^9.4.3", - "tslib": "^2.5.3", - "typescript": "^5.1.3", - "util": "^0.12.5", - "webpack": "^5.85.1", - "webpack-cli": "^5.1.4" - } - }, - "../../node_modules/@discoveryjs/json-ext": { - "version": "0.5.7", - "dev": true, - "license": "MIT", - "engines": { - "node": ">=10.0.0" - } - 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- - - - - - - - - - - - React App - - - -
- - - diff --git a/packages/web-examples/create-react-app/public/logo192.png b/packages/web-examples/create-react-app/public/logo192.png deleted file mode 100644 index 4652f36..0000000 --- a/packages/web-examples/create-react-app/public/logo192.png +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c386396ec70db3608075b5fbfaac4ab1ccaa86ba05a68ab393ec551eb66c3e00 -size 5347 diff --git a/packages/web-examples/create-react-app/public/logo512.png b/packages/web-examples/create-react-app/public/logo512.png deleted file mode 100644 index ba6e512..0000000 --- a/packages/web-examples/create-react-app/public/logo512.png +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9ea4f4da7050c0cc408926f6a39c253624e9babb1d43c7977cd821445a60b461 -size 9664 diff --git a/packages/web-examples/create-react-app/public/manifest.json b/packages/web-examples/create-react-app/public/manifest.json deleted file mode 100644 index 080d6c7..0000000 --- a/packages/web-examples/create-react-app/public/manifest.json +++ /dev/null @@ -1,25 +0,0 @@ -{ - "short_name": "React App", - "name": "Create React App Sample", - "icons": [ - { - "src": "favicon.ico", - "sizes": "64x64 32x32 24x24 16x16", - "type": "image/x-icon" - }, - { - "src": "logo192.png", - "type": "image/png", - "sizes": "192x192" - }, - { - "src": "logo512.png", - "type": "image/png", - "sizes": "512x512" - } - ], - "start_url": ".", - "display": "standalone", - "theme_color": "#000000", - "background_color": "#ffffff" -} diff --git a/packages/web-examples/create-react-app/public/robots.txt b/packages/web-examples/create-react-app/public/robots.txt deleted file mode 100644 index e9e57dc..0000000 --- a/packages/web-examples/create-react-app/public/robots.txt +++ /dev/null @@ -1,3 +0,0 @@ -# https://www.robotstxt.org/robotstxt.html -User-agent: * -Disallow: diff --git a/packages/web-examples/create-react-app/public/static/js b/packages/web-examples/create-react-app/public/static/js deleted file mode 120000 index 7ad6b78..0000000 --- a/packages/web-examples/create-react-app/public/static/js +++ /dev/null @@ -1 +0,0 @@ -../../node_modules/@imgly/background-removal/dist \ No newline at end of file diff --git a/packages/web-examples/create-react-app/src/App.css b/packages/web-examples/create-react-app/src/App.css deleted file mode 100644 index ff81db4..0000000 --- a/packages/web-examples/create-react-app/src/App.css +++ /dev/null @@ -1,35 +0,0 @@ -.App { - text-align: center; -} - -.App-logo { - height: 40vmin; - pointer-events: none; -} - -@media (prefers-reduced-motion: no-preference) { -} - -.App-header { - background-color: #282c34; - min-height: 100vh; - display: flex; - flex-direction: column; - align-items: center; - justify-content: center; - font-size: calc(10px + 2vmin); - color: white; -} - -.App-link { - color: #61dafb; -} - -@keyframes App-logo-spin { - from { - transform: rotate(0deg); - } - to { - transform: rotate(360deg); - } -} diff --git a/packages/web-examples/create-react-app/src/App.js b/packages/web-examples/create-react-app/src/App.js deleted file mode 100644 index b394ed6..0000000 --- a/packages/web-examples/create-react-app/src/App.js +++ /dev/null @@ -1,85 +0,0 @@ -import './App.css'; -import { useState, useEffect } from 'react'; - -import removeBackground from '@imgly/background-removal'; - -function calculateSecondsBetweenDates(startDate, endDate) { - const milliseconds = endDate - startDate; - const seconds = (milliseconds / 1000.0).toFixed(1); - return seconds; -} - -function App() { - const images = [ - 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=1024&q=80', - 'https://images.unsplash.com/photo-1590523278191-995cbcda646b?ixlib=rb-1.2.1&q=80&fm=jpg&crop=entropy&cs=tinysrgb&w=1080&fit=max&ixid=eyJhcHBfaWQiOjEyMDd9' - ]; - const randomImage = images[Math.floor(Math.random() * images.length)]; - const [imageUrl, setImageUrl] = useState(randomImage); - const [isRunning, setIsRunning] = useState(false); - const [seconds, setSeconds] = useState(0); - const [startDate, setStartDate] = useState(Date.now()); - const [caption, setCaption] = useState('Click me to remove background'); - - useEffect(() => { - let interval = null; - if (isRunning) { - interval = setInterval(() => { - setSeconds(calculateSecondsBetweenDates(startDate, Date.now())); - }, 100); - } else { - clearInterval(interval); - } - return () => { - clearInterval(interval); - }; - }, [isRunning, startDate]); - - const resetTimer = () => { - setIsRunning(true); - setStartDate(Date.now()); - setSeconds(0); - }; - - const stopTimer = () => { - setIsRunning(false); - }; - - async function load() { - setIsRunning(true); - resetTimer(); - setImageUrl(randomImage); - - const imageBlob = await removeBackground(randomImage, { - publicPath: `${window.location.href}/static/js/`, - // debug: true, - progress: (key, current, total) => { - const [type, subtype] = key.split(':'); - setCaption( - `${type} ${subtype} ${((current / total) * 100).toFixed(0)}%` - ); - } - }); - - const url = URL.createObjectURL(imageBlob); - - setImageUrl(url); - setIsRunning(false); - stopTimer(); - } - - return ( -
-
- logo -

{caption}

-

Testing background removal: {seconds} s

- -
-
- ); -} - -export default App; diff --git a/packages/web-examples/create-react-app/src/index.css b/packages/web-examples/create-react-app/src/index.css deleted file mode 100644 index ec2585e..0000000 --- a/packages/web-examples/create-react-app/src/index.css +++ /dev/null @@ -1,13 +0,0 @@ -body { - margin: 0; - font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', - 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', - sans-serif; - -webkit-font-smoothing: antialiased; - -moz-osx-font-smoothing: grayscale; -} - -code { - font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New', - monospace; -} diff --git a/packages/web-examples/create-react-app/src/index.js b/packages/web-examples/create-react-app/src/index.js deleted file mode 100644 index d563c0f..0000000 --- a/packages/web-examples/create-react-app/src/index.js +++ /dev/null @@ -1,17 +0,0 @@ -import React from 'react'; -import ReactDOM from 'react-dom/client'; -import './index.css'; -import App from './App'; -import reportWebVitals from './reportWebVitals'; - -const root = ReactDOM.createRoot(document.getElementById('root')); -root.render( - - - -); - -// If you want to start measuring performance in your app, pass a function -// to log results (for example: reportWebVitals(console.log)) -// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals -reportWebVitals(); diff --git a/packages/web-examples/create-react-app/src/logo.svg b/packages/web-examples/create-react-app/src/logo.svg deleted file mode 100644 index 9dfc1c0..0000000 --- a/packages/web-examples/create-react-app/src/logo.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/packages/web-examples/create-react-app/src/reportWebVitals.js b/packages/web-examples/create-react-app/src/reportWebVitals.js deleted file mode 100644 index 532f29b..0000000 --- a/packages/web-examples/create-react-app/src/reportWebVitals.js +++ /dev/null @@ -1,13 +0,0 @@ -const reportWebVitals = (onPerfEntry) => { - if (onPerfEntry && onPerfEntry instanceof Function) { - import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => { - getCLS(onPerfEntry); - getFID(onPerfEntry); - getFCP(onPerfEntry); - getLCP(onPerfEntry); - getTTFB(onPerfEntry); - }); - } -}; - -export default reportWebVitals; diff --git a/packages/web-examples/create-react-app/src/setupProxy.js b/packages/web-examples/create-react-app/src/setupProxy.js deleted file mode 100644 index 9e7c012..0000000 --- a/packages/web-examples/create-react-app/src/setupProxy.js +++ /dev/null @@ -1,7 +0,0 @@ -module.exports = function (app) { - app.use(function (req, res, next) { - res.setHeader('Cross-Origin-Opener-Policy', 'same-origin'); - res.setHeader('Cross-Origin-Embedder-Policy', 'require-corp'); - next(); - }); -}; diff --git a/packages/web-examples/create-react-app/src/setupTests.js b/packages/web-examples/create-react-app/src/setupTests.js deleted file mode 100644 index 8f2609b..0000000 --- a/packages/web-examples/create-react-app/src/setupTests.js +++ /dev/null @@ -1,5 +0,0 @@ -// jest-dom adds custom jest matchers for asserting on DOM nodes. -// allows you to do things like: -// expect(element).toHaveTextContent(/react/i) -// learn more: https://github.com/testing-library/jest-dom -import '@testing-library/jest-dom'; diff --git a/packages/web-examples/vite-project/package-lock.json b/packages/web-examples/vite-project/package-lock.json index 05c375d..0d79900 100644 --- a/packages/web-examples/vite-project/package-lock.json +++ b/packages/web-examples/vite-project/package-lock.json @@ -1,12 +1,12 @@ { "name": "vite-project", - "version": "next", + "version": "1.5.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "vite-project", - "version": "next", + "version": "1.5.0", "dependencies": { "@imgly/background-removal": "file:../../web", "@imgly/background-removal-data": "file:../../web-data", @@ -48,35 +48,37 @@ }, "../../web": { "name": "@imgly/background-removal", - "version": "next", + "version": "1.5.0", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { - "@types/lodash": "^4.14.195", - "@types/node": "^20.3.1", - "lodash": "^4.17.21", - "ndarray": "^1.0.19", - "onnxruntime-web": "^1.16.3", - "zod": "^3.21.4" + "@types/lodash": "~4.14.0", + "@types/ndarray": "~1.0.14", + "@types/node": "~20.3.0", + "lodash": "~4.17.0", + "ndarray": "~1.0.0", + "onnxruntime-web": "~1.17.0", + "zod": "~3.21.0" }, "devDependencies": { - "assert": "^2.0.0", - "esbuild": "^0.18.18", - "glob": "^10.3.3", - "npm-dts": "^1.3.12", - "process": "^0.11.10", - "ts-loader": "^9.4.3", - "tslib": "^2.5.3", - "typescript": "^5.1.3", - "util": "^0.12.5", - "webpack": "^5.85.1", - "webpack-cli": "^5.1.4" + "assert": "~2.0.0", + "esbuild": "~0.18.0", + "glob": "~10.3.0", + "npm-dts": "~1.3.0", + "process": "~0.11.0", + "ts-loader": "~9.4.0", + "tslib": "~2.5.0", + "typescript": "~5.1.0", + "util": "~0.12.0", + "webpack": "~5.85.0", + "webpack-cli": "~5.1.0" } }, "../../web-data": { - "version": "next", + "name": "@imgly/background-removal-data", + "version": "1.5.0", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { - "onnxruntime-web": "^1.16.3" + "onnxruntime-web": "~1.17.0" } }, "node_modules/@babel/parser": { diff --git a/packages/web-examples/vite-project/package.json b/packages/web-examples/vite-project/package.json index 0b857c6..1d5d232 100644 --- a/packages/web-examples/vite-project/package.json +++ b/packages/web-examples/vite-project/package.json @@ -1,7 +1,7 @@ { "name": "vite-project", "private": true, - "version": "1.4.5", + "version": "1.5.0", "type": "module", "scripts": { "start": "npm run dev", @@ -20,4 +20,4 @@ "vite": "^4.3.9", "vue-tsc": "^1.4.2" } -} \ No newline at end of file +} diff --git a/packages/web-examples/vite-project/src/App.vue b/packages/web-examples/vite-project/src/App.vue index 6147c52..14d1f41 100644 --- a/packages/web-examples/vite-project/src/App.vue +++ b/packages/web-examples/vite-project/src/App.vue @@ -13,7 +13,8 @@ export default { setup() { const images = [ 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=2048&q=80', - 'https://images.unsplash.com/photo-1590523278191-995cbcda646b?ixlib=rb-1.2.1&q=80&fm=jpg&crop=entropy&cs=tinysrgb&w=1080&fit=max&ixid=eyJhcHBfaWQiOjEyMDd9' + 'https://images.unsplash.com/photo-1590523278191-995cbcda646b?ixlib=rb-1.2.1&q=80&fm=jpg&crop=entropy&cs=tinysrgb&w=1080&fit=max&ixid=eyJhcHBfaWQiOjEyMDd9', + 'https://images.unsplash.com/photo-1709248835088-03bb0946d6ab?q=80&w=3387&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D' ]; const randomImage = images[Math.floor(Math.random() * images.length)]; const imageUrl = ref(randomImage); @@ -26,7 +27,8 @@ export default { const publicPath = new URL(import.meta.url); publicPath.pathname = '/js/'; const config = { - debug: false, + // debug: false, + debug: true, publicPath: publicPath.href, progress: (key, current, total) => { const [type, subtype] = key.split(':'); @@ -34,6 +36,14 @@ export default { 0 )}%`; }, + // device: 'cpu', + // model: 'small', + // model: 'medium', + // model: 'large', + + // model: 'modnet', + // model: 'modnet_fp16', //# does not work on webgpu + // model: 'modnet_quint8', output: { quality: 0.8, // format: 'image/png' @@ -141,9 +151,11 @@ export default { will-change: filter; transition: filter 300ms; } + .logo:hover { filter: drop-shadow(0 0 2em #646cffaa); } + .logo.vue:hover { filter: drop-shadow(0 0 2em #42b883aa); } diff --git a/packages/web-examples/vite-project/src/style.css b/packages/web-examples/vite-project/src/style.css index 7294765..21cc67c 100644 --- a/packages/web-examples/vite-project/src/style.css +++ b/packages/web-examples/vite-project/src/style.css @@ -23,12 +23,15 @@ a:hover { color: #535bf2; } +img { + max-height: 60vh; +} body { margin: 0; display: flex; place-items: center; - min-width: 320px; - min-height: 100vh; + /* min-width: 320px; */ + /* max-height: 1vh; */ } h1 { @@ -60,7 +63,6 @@ button:focus-visible { } #app { - max-width: 1280px; margin: 0 auto; padding: 2rem; text-align: center; diff --git a/packages/web/ThirdPartyLicenses.json b/packages/web/ThirdPartyLicenses.json index 6dab1df..3277190 100644 --- a/packages/web/ThirdPartyLicenses.json +++ b/packages/web/ThirdPartyLicenses.json @@ -1,27 +1,27 @@ { - "onnxruntime-web": { - "source": "https://www.npmjs.com/package/onnxruntime-web", - "type": "code", - "license": "MIT" - }, - "ISNET": { - "source": "https://github.com/xuebinqin/DIS", - "type": "model", - "license": "MIT" - }, - "lodash": { - "source": "https://lodash.com/", - "type": "code", - "license": "MIT" - }, - "ndarray": { - "source": "https://www.npmjs.com/package/ndarray", - "type": "code", - "license": "MIT" - }, - "zod": { - "source": "https://www.npmjs.com/package/zod", - "type": "code", - "license": "MIT" - } -} \ No newline at end of file + "onnxruntime-web": { + "source": "https://www.npmjs.com/package/onnxruntime-web", + "type": "code", + "license": "MIT" + }, + "ISNET": { + "source": "https://github.com/xuebinqin/DIS", + "type": "model", + "license": "MIT" + }, + "lodash": { + "source": "https://lodash.com/", + "type": "code", + "license": "MIT" + }, + "ndarray": { + "source": "https://www.npmjs.com/package/ndarray", + "type": "code", + "license": "MIT" + }, + "zod": { + "source": "https://www.npmjs.com/package/zod", + "type": "code", + "license": "MIT" + } +} diff --git a/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index e75a844..5021615 100644 --- a/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json Added diff --git a/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml b/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml new file mode 100644 index 0000000..8e70495 --- /dev/null +++ b/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml @@ -0,0 +1,9 @@ +--- +type: Added +# type: Added +# type: Changed +# type: Removed +# type: Security +# private: true +description: | + Added Modnet models Added diff --git a/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml b/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml new file mode 100644 index 0000000..cdfc103 --- /dev/null +++ b/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml @@ -0,0 +1,9 @@ +--- +type: Added +# type: Added +# type: Changed +# type: Removed +# type: Security +# private: true +description: | + Added option to execute on gpu (webgpu) and cpu Added diff --git a/packages/web/package.json b/packages/web/package.json index a5a6fe6..3b0b429 100644 --- a/packages/web/package.json +++ b/packages/web/package.json @@ -1,6 +1,6 @@ { "name": "@imgly/background-removal", - "version": "1.4.5", + "version": "1.5.0", "description": "Background Removal in the Browser", "keywords": [ "background-removal", @@ -81,4 +81,4 @@ "webpack": "~5.85.0", "webpack-cli": "~5.1.0" } -} \ No newline at end of file +} diff --git a/packages/web/src/inference.ts b/packages/web/src/inference.ts index ae40c29..7bfd5e7 100644 --- a/packages/web/src/inference.ts +++ b/packages/web/src/inference.ts @@ -13,7 +13,7 @@ async function initInference( ): Promise<{ config: Config; session: unknown }> { config = validateConfig(config); - if (config.debug) console.debug('Loading model...'); + if (config.debug) console.debug('Loading model...', config.model); const model = config.model; const blob = await loadAsBlob(`/models/${model}`, config); const arrayBuffer = await blob.arrayBuffer(); @@ -37,7 +37,8 @@ async function runInference( const predictionsDict = await runOnnxSession( session, [['input', inputTensor]], - ['output'] + ['output'], + config ); let alphamask = ndarray(predictionsDict[0].data, [resolution, resolution, 1]); diff --git a/packages/web/src/onnx.ts b/packages/web/src/onnx.ts index 6ec34bb..72e01b6 100644 --- a/packages/web/src/onnx.ts +++ b/packages/web/src/onnx.ts @@ -1,12 +1,18 @@ export { createOnnxSession, runOnnxSession }; import ndarray, { NdArray } from 'ndarray'; -import * as ort from 'onnxruntime-web'; +import type ORT from 'onnxruntime-web'; + +import * as ort_cpu from 'onnxruntime-web'; +// @ts-ignore +import * as ort_gpu from 'onnxruntime-web/webgpu'; + import { loadAsUrl } from './resource'; import { simd, threads } from './feature-detect'; import { Config } from './schema'; async function createOnnxSession(model: any, config: Config) { + const ort = config.device === 'gpu' ? ort_gpu : ort_cpu; const capabilities = { simd: await simd(), threads: await threads(), @@ -14,34 +20,51 @@ async function createOnnxSession(model: any, config: Config) { // @ts-ignore webgpu: navigator.gpu !== undefined }; + + const useWebGPU = config.device === 'gpu' && capabilities.webgpu; + const useThreads = capabilities.threads; + const useSimd = capabilities.simd; + + const executionProviders = [useWebGPU ? 'webgpu' : 'wasm']; + if (config.debug) { console.debug('Capabilities:', capabilities); + console.debug('Using WebGPU:', useWebGPU); + console.debug('Using Threads:', useThreads); + console.debug('Using SIMD:', useSimd); ort.env.debug = true; ort.env.logLevel = 'verbose'; } ort.env.wasm.numThreads = capabilities.numThreads; ort.env.wasm.simd = capabilities.simd; - ort.env.wasm.proxy = config.proxyToWorker; + ort.env.wasm.proxy = useWebGPU ? false : config.proxyToWorker; ort.env.wasm.wasmPaths = { 'ort-wasm-simd-threaded.wasm': - capabilities.simd && capabilities.threads + useThreads && useSimd ? await loadAsUrl( - '/onnxruntime-web/ort-wasm-simd-threaded.wasm', + useWebGPU + ? '/onnxruntime-web/ort-wasm-simd-threaded.jsep.wasm' + : '/onnxruntime-web/ort-wasm-simd-threaded.wasm', config ) : undefined, 'ort-wasm-simd.wasm': - capabilities.simd && !capabilities.threads - ? await loadAsUrl('/onnxruntime-web/ort-wasm-simd.wasm', config) + !useThreads && useSimd + ? await loadAsUrl( + useWebGPU + ? '/onnxruntime-web/ort-wasm-simd.jsep.wasm' + : '/onnxruntime-web/ort-wasm-simd.wasm', + config + ) : undefined, 'ort-wasm-threaded.wasm': - !capabilities.simd && capabilities.threads + !useWebGPU && useThreads && !useSimd ? await loadAsUrl('/onnxruntime-web/ort-wasm-threaded.wasm', config) : undefined, 'ort-wasm.wasm': - !capabilities.simd && !capabilities.threads + !useWebGPU && !useThreads && !useSimd ? await loadAsUrl('/onnxruntime-web/ort-wasm.wasm', config) : undefined }; @@ -50,8 +73,8 @@ async function createOnnxSession(model: any, config: Config) { console.debug('ort.env.wasm:', ort.env.wasm); } - const ort_config: ort.InferenceSession.SessionOptions = { - executionProviders: ['wasm'], + const ort_config: ORT.InferenceSession.SessionOptions = { + executionProviders: executionProviders, graphOptimizationLevel: 'all', executionMode: 'parallel', enableCpuMemArena: true @@ -60,7 +83,7 @@ async function createOnnxSession(model: any, config: Config) { const session = await ort.InferenceSession.create(model, ort_config).catch( (e: any) => { throw new Error( - `Failed to create session: ${e}. Please check if the publicPath is set correctly.` + `Failed to create session: "${e}". Please check if the publicPath is set correctly.` ); } ); @@ -70,8 +93,10 @@ async function createOnnxSession(model: any, config: Config) { async function runOnnxSession( session: any, inputs: [string, NdArray][], - outputs: [string] + outputs: [string], + config: Config ) { + const ort = config.device === 'gpu' ? ort_gpu : ort_cpu; const feeds: Record = {}; for (const [key, tensor] of inputs) { feeds[key] = new ort.Tensor( @@ -84,7 +109,7 @@ async function runOnnxSession( const outputKVPairs: NdArray[] = []; for (const key of outputs) { - const output: ort.Tensor = outputData[key]; + const output: ORT.Tensor = outputData[key]; const shape: number[] = output.dims as number[]; const data: Float32Array = output.data as Float32Array; const tensor = ndarray(data, shape); diff --git a/packages/web/src/schema.ts b/packages/web/src/schema.ts index 2f8c508..6f223ea 100644 --- a/packages/web/src/schema.ts +++ b/packages/web/src/schema.ts @@ -22,6 +22,10 @@ const ConfigSchema = z .boolean() .default(false) .describe('Whether to enable debug logging.'), + device: z + .enum(['cpu', 'gpu']) + .default('cpu') + .describe('The device to run the model on.'), proxyToWorker: z .boolean() .default(true) @@ -36,7 +40,9 @@ const ConfigSchema = z .returns(z.void()) .describe('Progress callback.') .optional(), - model: z.enum(['small', 'medium']).default('medium'), + model: z + .enum(['small', 'medium', 'modnet', 'modnet_fp16']) + .default('medium'), output: z .object({ format: z From 554c0892afbf176064e42924279440a084772133 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Mon, 25 Mar 2024 17:18:14 +0000 Subject: [PATCH 02/16] Added modified isnet that works on webgpu --- bundle/models/isnet | 3 + bundle/models/isnet_fp16 | 3 + bundle/models/isnet_quint8 | 3 + bundle/models/large | 3 - bundle/models/medium | 3 - bundle/models/small | 3 - package-lock.json | 10 +-- packages/node-examples/src/example_001.cjs | 2 +- packages/node/.resources.mjs | 17 +---- packages/node/CHANGELOG.md | 10 ++- ...0-Added_ThirdPartyLicenses_json_Added.yaml | 2 +- ...42403201448-Added_Modnet_models_Added.yaml | 2 +- ...08-Added_isnet_model_for_webgpu_Added.yaml | 9 +++ packages/node/src/schema.ts | 37 ++++++---- packages/web-data/.resources.mjs | 17 +---- .../web-examples/vite-project/src/App.vue | 18 ++--- packages/web/CHANGELOG.md | 10 +++ ...42403201442-Added_Modnet_models_Added.yaml | 2 +- ...o_execute_on_gpu_webgpu_and_cpu_Added.yaml | 2 +- ...08-Added_isnet_model_for_webgpu_Added.yaml | 9 +++ packages/web/src/index.ts | 9 ++- packages/web/src/inference.ts | 4 -- packages/web/src/schema.ts | 67 ++++++++++++++----- 23 files changed, 146 insertions(+), 99 deletions(-) create mode 100644 bundle/models/isnet create mode 100644 bundle/models/isnet_fp16 create mode 100644 bundle/models/isnet_quint8 delete mode 100644 bundle/models/large delete mode 100644 bundle/models/medium delete mode 100644 bundle/models/small create mode 100644 packages/node/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml create mode 100644 packages/web/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml diff --git a/bundle/models/isnet b/bundle/models/isnet new file mode 100644 index 0000000..5ea0962 --- /dev/null +++ b/bundle/models/isnet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb060f136a6060b9b9f9f8e4d2071aa3820ae8d5f46cc5fc31353d1cbc49b2d9 +size 176174548 diff --git a/bundle/models/isnet_fp16 b/bundle/models/isnet_fp16 new file mode 100644 index 0000000..9be0076 --- /dev/null +++ b/bundle/models/isnet_fp16 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a1bf44caac6d15de3c463f2d421672931f7dc843bd3fd445dbb3c91ab958460 +size 88189140 diff --git a/bundle/models/isnet_quint8 b/bundle/models/isnet_quint8 new file mode 100644 index 0000000..bf51433 --- /dev/null +++ b/bundle/models/isnet_quint8 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5366ec2895e1e703229e543d892dd610ef4064a527b95d0e29d51d913b28b2e0 +size 44374051 diff --git a/bundle/models/large b/bundle/models/large deleted file mode 100644 index 34c0ac9..0000000 --- a/bundle/models/large +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:17b7466d93bb60b0e88affa2b0e8b3eee309c7de183d394ce4b956339ebd95e6 -size 176173887 diff --git a/bundle/models/medium b/bundle/models/medium deleted file mode 100644 index 07fd170..0000000 --- a/bundle/models/medium +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b6e8497ba978a6f5fbb647e419d2696cd80df5a23cb6a8ea532021911bd76acb -size 88188479 diff --git a/bundle/models/small b/bundle/models/small deleted file mode 100644 index a618a71..0000000 --- a/bundle/models/small +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7001d60734fdc112dd9c062635fb59cd401fb82a9d4213134bce4dbd655c803a -size 44342436 diff --git a/package-lock.json b/package-lock.json index d50a132..e4a4404 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "workspace", - "version": "1.4.5", + "version": "1.5.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "workspace", - "version": "1.4.5", + "version": "1.5.0", "workspaces": [ "packages/web", "packages/web-data", @@ -4597,7 +4597,7 @@ }, "packages/node": { "name": "@imgly/background-removal-node", - "version": "1.4.5", + "version": "1.5.0", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "@types/lodash": "~4.14.195", @@ -4768,7 +4768,7 @@ }, "packages/web": { "name": "@imgly/background-removal", - "version": "1.4.5", + "version": "1.5.0", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "@types/lodash": "~4.14.0", @@ -4795,7 +4795,7 @@ }, "packages/web-data": { "name": "@imgly/background-removal-data", - "version": "1.4.5", + "version": "1.5.0", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "onnxruntime-web": "~1.17.0" diff --git a/packages/node-examples/src/example_001.cjs b/packages/node-examples/src/example_001.cjs index a2f446a..718f38d 100644 --- a/packages/node-examples/src/example_001.cjs +++ b/packages/node-examples/src/example_001.cjs @@ -27,7 +27,7 @@ async function run() { ); }, // model: 'small', - model: 'medium', + model: 'isnet', // model: 'large', // model: 'modnet', // model: 'modnet_fp16', diff --git a/packages/node/.resources.mjs b/packages/node/.resources.mjs index 1a83199..5553b8c 100644 --- a/packages/node/.resources.mjs +++ b/packages/node/.resources.mjs @@ -1,22 +1,7 @@ export default [ { path: '/models/', - source: '../../bundle/models/small', - mime: 'application/octet-steam' - }, - { - path: '/models/', - source: '../../bundle/models/medium', - mime: 'application/octet-steam' - }, - { - path: '/models/', - source: '../../bundle/models/large', - mime: 'application/octet-steam' - }, - { - path: '/models/', - source: '../../bundle/models/modnet*', + source: '../../bundle/models/*', mime: 'application/octet-steam' } ]; diff --git a/packages/node/CHANGELOG.md b/packages/node/CHANGELOG.md index 5479da9..16f7e47 100644 --- a/packages/node/CHANGELOG.md +++ b/packages/node/CHANGELOG.md @@ -4,11 +4,17 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). -## [1.4.5] +## [Unreleased] ### Added -- Added ThirdPartyLicenses.json Added +- Added Modnet models Added + +- Added isnet model for webgpu Added + +## [1.4.5] + +Added ThirdPartyLicenses.json Added ## [1.4.0] diff --git a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index c424b45..a59b7db 100644 --- a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json diff --git a/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml b/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml index 8e70495..cb5f32c 100644 --- a/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml +++ b/packages/node/changelog/Unreleased/20242403201448-Added_Modnet_models_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added Modnet models Added + Added Modnet models diff --git a/packages/node/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml b/packages/node/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml new file mode 100644 index 0000000..99f6520 --- /dev/null +++ b/packages/node/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml @@ -0,0 +1,9 @@ +--- +type: Added +# type: Added +# type: Changed +# type: Removed +# type: Security +# private: true +description: | + Added isnet model for webgpu diff --git a/packages/node/src/schema.ts b/packages/node/src/schema.ts index 8fd32d1..8120f4c 100644 --- a/packages/node/src/schema.ts +++ b/packages/node/src/schema.ts @@ -46,7 +46,18 @@ const ConfigSchema = z .describe('Progress callback.') .optional(), model: z - .enum(['small', 'medium', 'large', 'modnet', 'modnet_fp16']) + .preprocess((val) => { + switch (val) { + case 'large': + return 'isnet'; + case 'small': + return 'isnet_quint8'; + case 'medium': + return 'isnet_fp16'; + default: + return val; + } + }, z.enum(['isnet', 'isnet_fp16', 'isnet_quint8', 'modnet', 'modnet_fp16' /*, 'modnet_quint8'*/])) .default('medium'), output: z .object({ @@ -63,19 +74,21 @@ const ConfigSchema = z }) .default({}) }) - .default({}); + .default({}) + .transform((config) => { + if (config.debug) console.log('Config:', config); + if (config.debug && !config.progress) { + config.progress = + config.progress ?? + ((key, current, total) => { + console.debug(`Downloading ${key}: ${current} of ${total}`); + }); + } + return config; + }); type Config = z.infer; function validateConfig(configuration?: Config): Config { - const config = ConfigSchema.parse(configuration ?? {}); - if (config.debug) console.log('Config:', config); - if (config.debug && !config.progress) { - config.progress = - config.progress ?? - ((key, current, total) => { - console.debug(`Downloading ${key}: ${current} of ${total}`); - }); - } - return config; + return ConfigSchema.parse(configuration ?? {}); } diff --git a/packages/web-data/.resources.mjs b/packages/web-data/.resources.mjs index 8029c56..bb35381 100644 --- a/packages/web-data/.resources.mjs +++ b/packages/web-data/.resources.mjs @@ -6,22 +6,7 @@ export default [ }, { path: '/models/', - source: '../../bundle/models/small', - mime: 'application/octet-steam' - }, - { - path: '/models/', - source: '../../bundle/models/medium', - mime: 'application/octet-steam' - }, - // { - // path: '/models/', - // source: '../../bundle/models/large', - // mime: 'application/octet-steam' - // }, - { - path: '/models/', - source: '../../bundle/models/modnet*', + source: '../../bundle/models/*', mime: 'application/octet-steam' } ]; diff --git a/packages/web-examples/vite-project/src/App.vue b/packages/web-examples/vite-project/src/App.vue index 14d1f41..2b53fea 100644 --- a/packages/web-examples/vite-project/src/App.vue +++ b/packages/web-examples/vite-project/src/App.vue @@ -12,7 +12,7 @@ export default { name: 'App', setup() { const images = [ - 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=2048&q=80', + 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=1024&q=80', 'https://images.unsplash.com/photo-1590523278191-995cbcda646b?ixlib=rb-1.2.1&q=80&fm=jpg&crop=entropy&cs=tinysrgb&w=1080&fit=max&ixid=eyJhcHBfaWQiOjEyMDd9', 'https://images.unsplash.com/photo-1709248835088-03bb0946d6ab?q=80&w=3387&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D' ]; @@ -27,8 +27,8 @@ export default { const publicPath = new URL(import.meta.url); publicPath.pathname = '/js/'; const config = { - // debug: false, - debug: true, + debug: false, + // debug: true, publicPath: publicPath.href, progress: (key, current, total) => { const [type, subtype] = key.split(':'); @@ -36,18 +36,18 @@ export default { 0 )}%`; }, + device: 'gpu', // device: 'cpu', - // model: 'small', - // model: 'medium', - // model: 'large', - + // model: 'isnet', + // model: 'isnet_fp16', + // model: 'isnet_quint8', // model: 'modnet', // model: 'modnet_fp16', //# does not work on webgpu // model: 'modnet_quint8', output: { quality: 0.8, - // format: 'image/png' - format: 'image/jpeg' + format: 'image/png' + // format: 'image/jpeg' // format: 'image/webp' //format: 'image/x-rgba8' //format: 'image/x-alpha8' diff --git a/packages/web/CHANGELOG.md b/packages/web/CHANGELOG.md index caf5a5d..1ba6b66 100644 --- a/packages/web/CHANGELOG.md +++ b/packages/web/CHANGELOG.md @@ -4,6 +4,16 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [Unreleased] + +### Added + +- Added Modnet models Added + +- Added option to execute on gpu (webgpu) and cpu Added + +- Added isnet model for webgpu Added + ## [1.4.5] ### Added diff --git a/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml b/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml index 8e70495..e56ac57 100644 --- a/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml +++ b/packages/web/changelog/Unreleased/20242403201442-Added_Modnet_models_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added Modnet models Added + Added Modnet models Added diff --git a/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml b/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml index cdfc103..31a8117 100644 --- a/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml +++ b/packages/web/changelog/Unreleased/20242403201534-Added_option_to_execute_on_gpu_webgpu_and_cpu_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added option to execute on gpu (webgpu) and cpu Added + Added option to execute on gpu (webgpu) and cpu Added diff --git a/packages/web/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml b/packages/web/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml new file mode 100644 index 0000000..17017e1 --- /dev/null +++ b/packages/web/changelog/Unreleased/20242503170808-Added_isnet_model_for_webgpu_Added.yaml @@ -0,0 +1,9 @@ +--- +type: Added +# type: Added +# type: Changed +# type: Removed +# type: Security +# private: true +description: | + Added isnet model for webgpu Added diff --git a/packages/web/src/index.ts b/packages/web/src/index.ts index b97b3b8..a77ea84 100644 --- a/packages/web/src/index.ts +++ b/packages/web/src/index.ts @@ -38,22 +38,25 @@ async function removeBackground( ): Promise { const { config, session } = await init(configuration); + if (config.progress) config.progress('compute:decode', 0, 4); + const imageTensor = await utils.imageSourceToImageData(image, config); const [width, height, channels] = imageTensor.shape; - + config.progress?.('compute:inference', 1, 4); const alphamask = await runInference(imageTensor, config, session); const stride = width * height; - + config.progress?.('compute:mask', 2, 4); const outImageTensor = imageTensor; for (let i = 0; i < stride; i += 1) { outImageTensor.data[4 * i + 3] = alphamask.data[i]; } - + config.progress?.('compute:encode', 3, 4); const outImage = await utils.imageEncode( outImageTensor, config.output.quality, config.output.format ); + config.progress?.('compute:encode', 4, 4); return outImage; } diff --git a/packages/web/src/inference.ts b/packages/web/src/inference.ts index 7bfd5e7..f1d2e4b 100644 --- a/packages/web/src/inference.ts +++ b/packages/web/src/inference.ts @@ -26,14 +26,11 @@ async function runInference( config: Config, session: any ): Promise> { - if (config.progress) config.progress('compute:inference', 0, 1); const resolution = 1024; const [srcHeight, srcWidth, srcChannels] = imageTensor.shape; - let tensorImage = tensorResizeBilinear(imageTensor, resolution, resolution); const inputTensor = tensorHWCtoBCHW(tensorImage); // this converts also from float to rgba - // run const predictionsDict = await runOnnxSession( session, [['input', inputTensor]], @@ -45,6 +42,5 @@ async function runInference( let alphamaskU8 = convertFloat32ToUint8(alphamask); alphamaskU8 = tensorResizeBilinear(alphamaskU8, srcWidth, srcHeight); - if (config.progress) config.progress('compute:inference', 1, 1); return alphamaskU8; } diff --git a/packages/web/src/schema.ts b/packages/web/src/schema.ts index 6f223ea..a5624f2 100644 --- a/packages/web/src/schema.ts +++ b/packages/web/src/schema.ts @@ -41,7 +41,18 @@ const ConfigSchema = z .describe('Progress callback.') .optional(), model: z - .enum(['small', 'medium', 'modnet', 'modnet_fp16']) + .preprocess((val) => { + switch (val) { + case 'large': + return 'isnet'; + case 'small': + return 'isnet_quint8'; + case 'medium': + return 'isnet_fp16'; + default: + return val; + } + }, z.enum(['isnet', 'isnet_fp16', 'isnet_quint8', 'modnet', 'modnet_fp16' /*, 'modnet_quint8'*/])) .default('medium'), output: z .object({ @@ -58,25 +69,45 @@ const ConfigSchema = z }) .default({}) }) - .default({}); + .default({}) + .transform((config) => { + if (config.debug) console.log('Config:', config); + if (config.debug && !config.progress) { + config.progress = + config.progress ?? + ((key, current, total) => { + console.debug(`Downloading ${key}: ${current} of ${total}`); + }); + + if (!crossOriginIsolated) { + if (config.debug) + console.debug( + 'Cross-Origin-Isolated is not enabled. Performance will be degraded. Please see https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/SharedArrayBuffer.' + ); + } + } + if (config.device == 'gpu') { + switch (config.model) { + case 'isnet': + break; + case 'isnet_fp16': + case 'isnet_quint8': + if (config.debug) console.debug('Switching to f32 model for GPU'); + config.model = 'isnet'; + break; + case 'modnet': + break; + case 'modnet_fp16': + if (config.debug) console.debug('Switching to f32 model for GPU'); + config.model = 'modnet'; + break; + } + } + return config; + }); type Config = z.infer; function validateConfig(configuration?: Config): Config { - const config = ConfigSchema.parse(configuration ?? {}); - if (config.debug) console.log('Config:', config); - if (config.debug && !config.progress) { - config.progress = - config.progress ?? - ((key, current, total) => { - console.debug(`Downloading ${key}: ${current} of ${total}`); - }); - - if (!crossOriginIsolated) { - console.debug( - 'Cross-Origin-Isolated is not enabled. Performance will be degraded. Please see https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/SharedArrayBuffer.' - ); - } - } - return config; + return ConfigSchema.parse(configuration ?? {}); } From e3bfa5564cf8aac25f7b3b29cf818a2020b3edf5 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Mon, 25 Mar 2024 20:56:57 +0000 Subject: [PATCH 03/16] feat: Updated to modified and faster isnet version --- bundle/isnet.json | 3 +++ bundle/models/isnet | 4 ++-- bundle/models/isnet_fp16 | 4 ++-- bundle/models/isnet_quint8 | 4 ++-- packages/node/CHANGELOG.md | 4 ++-- .../20242602190400-Added_ThirdPartyLicenses_json_Added.yaml | 2 +- 6 files changed, 12 insertions(+), 9 deletions(-) create mode 100644 bundle/isnet.json diff --git a/bundle/isnet.json b/bundle/isnet.json new file mode 100644 index 0000000..5bef738 --- /dev/null +++ b/bundle/isnet.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2fc8c8cdca06f2f002463938587a5cc2d274c0819dc241b85879ab8ce02537f +size 416 diff --git a/bundle/models/isnet b/bundle/models/isnet index 5ea0962..3b75fbf 100644 --- a/bundle/models/isnet +++ b/bundle/models/isnet @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:bb060f136a6060b9b9f9f8e4d2071aa3820ae8d5f46cc5fc31353d1cbc49b2d9 -size 176174548 +oid sha256:cc2c9f5c1751b9737cb81e708ff0c5e9542c2205daed22418a4fd2ab5d4c481a +size 176149806 diff --git a/bundle/models/isnet_fp16 b/bundle/models/isnet_fp16 index 9be0076..a38f519 100644 --- a/bundle/models/isnet_fp16 +++ b/bundle/models/isnet_fp16 @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:3a1bf44caac6d15de3c463f2d421672931f7dc843bd3fd445dbb3c91ab958460 -size 88189140 +oid sha256:2eb4b5dda7ec41c617e59706e5aafa1f978c9a5f983d2518d9f0ae4d6eb04f20 +size 88152708 diff --git a/bundle/models/isnet_quint8 b/bundle/models/isnet_quint8 index bf51433..1478832 100644 --- a/bundle/models/isnet_quint8 +++ b/bundle/models/isnet_quint8 @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:5366ec2895e1e703229e543d892dd610ef4064a527b95d0e29d51d913b28b2e0 -size 44374051 +oid sha256:d1ca3535c21b53d08fa3b640e5949389f82e764f6376a0502d44982c35cae482 +size 44348940 diff --git a/packages/node/CHANGELOG.md b/packages/node/CHANGELOG.md index 16f7e47..eddeb75 100644 --- a/packages/node/CHANGELOG.md +++ b/packages/node/CHANGELOG.md @@ -8,9 +8,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), ### Added -- Added Modnet models Added +- Added Modnet models -- Added isnet model for webgpu Added +- Added isnet model for webgpu ## [1.4.5] diff --git a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index a59b7db..c424b45 100644 --- a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json + Added ThirdPartyLicenses.json Added From 97c66841685fe06f00b93602fe844ef25cc638fa Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:13:38 +0000 Subject: [PATCH 04/16] fix: CI --- .github/workflows/ci.yml | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 7f02a42..d291d57 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -10,20 +10,15 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - node-version: [19.x, 20.x, 21.x] + node-version: [21.x] steps: - uses: actions/checkout@v3 with: lfs: true - - name: Install cargo and wasm-pack - run: | - curl https://sh.rustup.rs -sSf | sh -s -- -y - export PATH="$HOME/.cargo/bin:$PATH" - cargo install wasm-pack clippy - name: Use Node.js ${{ matrix.node-version }} uses: actions/setup-node@v3 with: node-version: ${{ matrix.node-version }} - run: npm ci - run: npm run build --if-present - - run: npm test + - run: npm run test --if-present From c4807513de2d0019ab1e7b33e994240b3848fed9 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:35:15 +0000 Subject: [PATCH 05/16] fix: ci --- .github/workflows/ci.yml | 6 ++++++ .prettierignore | 3 ++- package.json | 3 ++- packages/node/CHANGELOG.md | 4 +++- .../20242602190400-Added_ThirdPartyLicenses_json_Added.yaml | 4 ++-- .../20242602190400-Added_ThirdPartyLicenses_json_Added.yaml | 2 +- packages/web/CHANGELOG.md | 2 +- .../20242602190400-Added_ThirdPartyLicenses_json_Added.yaml | 2 +- 8 files changed, 18 insertions(+), 8 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index d291d57..2ef8431 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -20,5 +20,11 @@ jobs: with: node-version: ${{ matrix.node-version }} - run: npm ci + - run: npm run lint:check --if-present - run: npm run build --if-present - run: npm run test --if-present + - run: npm run package:pack --if-present + - uses: actions/upload-artifact@v4 + with: + name: my-artifact + path: releases/ diff --git a/.prettierignore b/.prettierignore index b9662c8..0b73de4 100644 --- a/.prettierignore +++ b/.prettierignore @@ -4,4 +4,5 @@ build **/package-lock.json .vscode/ -**/public/ \ No newline at end of file +**/public/** +CHANGELOG.md \ No newline at end of file diff --git a/package.json b/package.json index 44a1d44..468fe0f 100644 --- a/package.json +++ b/package.json @@ -15,7 +15,8 @@ "start": "npm run watch", "watch": "concurrently \"npm run watch --prefix packages/web\" \"npm run watch --prefix packages/node\"", "build": "npm run build --workspaces --if-present", - "lint": "npx prettier --write --ignore-unknown .", + "lint:fix": "npx prettier -c -w --ignore-unknown .", + "lint:check": "npx prettier -c --ignore-unknown .", "publish:latest": "npm run publish:latest --workspaces --if-present && npm run deploy-assets", "publish:next": "npm run publish:next --workspaces --if-present && npm run deploy-assets", "package:version": "node ./scripts/package-version.mjs", diff --git a/packages/node/CHANGELOG.md b/packages/node/CHANGELOG.md index eddeb75..1df51b4 100644 --- a/packages/node/CHANGELOG.md +++ b/packages/node/CHANGELOG.md @@ -14,7 +14,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), ## [1.4.5] -Added ThirdPartyLicenses.json Added +### Added + +- Added ThirdPartyLicenses.json Added ## [1.4.0] diff --git a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index c424b45..9c7ad98 100644 --- a/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/node/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -1,4 +1,4 @@ -cd --- +--- type: Added # type: Added # type: Changed @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json diff --git a/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index 5021615..9c7ad98 100644 --- a/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/web-data/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json diff --git a/packages/web/CHANGELOG.md b/packages/web/CHANGELOG.md index 1ba6b66..7afb14f 100644 --- a/packages/web/CHANGELOG.md +++ b/packages/web/CHANGELOG.md @@ -10,7 +10,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), - Added Modnet models Added -- Added option to execute on gpu (webgpu) and cpu Added +- Added option to execute on gpu (webgpu) and cpu Added - Added isnet model for webgpu Added diff --git a/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml b/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml index 5021615..9c7ad98 100644 --- a/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml +++ b/packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml @@ -6,4 +6,4 @@ type: Added # type: Security # private: true description: | - Added ThirdPartyLicenses.json Added + Added ThirdPartyLicenses.json From 2c0f2e78c0d0e69bf5d765d4afe9a705011db105 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:38:36 +0000 Subject: [PATCH 06/16] fix: ci --- bundle/isnet.json | 3 --- 1 file changed, 3 deletions(-) delete mode 100644 bundle/isnet.json diff --git a/bundle/isnet.json b/bundle/isnet.json deleted file mode 100644 index 5bef738..0000000 --- a/bundle/isnet.json +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e2fc8c8cdca06f2f002463938587a5cc2d274c0819dc241b85879ab8ce02537f -size 416 From a62695a3ccc77bb0897f04487c211b94403f7956 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:42:34 +0000 Subject: [PATCH 07/16] chore: Added prettier in pre-commit --- .husky/pre-commit | 1 + package-lock.json | 555 ++++++++++++++++++++++++++++++++++++++++++++++ package.json | 18 +- 3 files changed, 567 insertions(+), 7 deletions(-) create mode 100644 .husky/pre-commit diff --git a/.husky/pre-commit b/.husky/pre-commit new file mode 100644 index 0000000..c4c7eba --- /dev/null +++ b/.husky/pre-commit @@ -0,0 +1 @@ +npm run lint:fix diff --git a/package-lock.json b/package-lock.json index e4a4404..3e8df3f 100644 --- a/package-lock.json +++ b/package-lock.json @@ -23,9 +23,12 @@ "ejs": "~3.1.9", "es-main": "~1.3.0", "glob": "~10.3.3", + "husky": "^9.0.11", + "lint-staged": "^15.2.2", "meow": "~13.0.0", "moment": "~2.29.4", "onchange": "~7.1.0", + "prettier": "3.2.5", "yaml": "~2.3.4" } }, @@ -889,6 +892,18 @@ "ajv": "^6.9.1" } }, + "node_modules/ansi-escapes": { + "version": "6.2.1", + "resolved": "https://registry.npmjs.org/ansi-escapes/-/ansi-escapes-6.2.1.tgz", + "integrity": "sha512-4nJ3yixlEthEJ9Rk4vPcdBRkZvQZlYyu8j4/Mqz5sgIkddmEnH2Yj2ZrnP9S3tQOvSNRUIgVNF/1yPpRAGNRig==", + "dev": true, + "engines": { + "node": ">=14.16" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/ansi-regex": { "version": "6.0.1", "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.0.1.tgz", @@ -1254,6 +1269,60 @@ "node": ">=6.0" } }, + "node_modules/cli-cursor": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/cli-cursor/-/cli-cursor-4.0.0.tgz", + "integrity": "sha512-VGtlMu3x/4DOtIUwEkRezxUZ2lBacNJCHash0N0WeZDBS+7Ux1dm3XWAgWYxLJFMMdOeXMHXorshEFhbMSGelg==", + "dev": true, + "dependencies": { + "restore-cursor": "^4.0.0" + }, + "engines": { + "node": "^12.20.0 || ^14.13.1 || >=16.0.0" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/cli-truncate": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/cli-truncate/-/cli-truncate-4.0.0.tgz", + "integrity": "sha512-nPdaFdQ0h/GEigbPClz11D0v/ZJEwxmeVZGeMo3Z5StPtUTkA9o1lD6QwoirYiSDzbcwn2XcjwmCp68W1IS4TA==", + "dev": true, + "dependencies": { + "slice-ansi": "^5.0.0", + "string-width": "^7.0.0" + }, + "engines": { + "node": ">=18" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/cli-truncate/node_modules/emoji-regex": { + "version": "10.3.0", + "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-10.3.0.tgz", + "integrity": "sha512-QpLs9D9v9kArv4lfDEgg1X/gN5XLnf/A6l9cs8SPZLRZR3ZkY9+kwIQTxm+fsSej5UMYGE8fdoaZVIBlqG0XTw==", + "dev": true + }, + "node_modules/cli-truncate/node_modules/string-width": { + "version": "7.1.0", + "resolved": "https://registry.npmjs.org/string-width/-/string-width-7.1.0.tgz", + "integrity": "sha512-SEIJCWiX7Kg4c129n48aDRwLbFb2LJmXXFrWBG4NGaRtMQ3myKPKbwrD1BKqQn74oCoNMBVrfDEr5M9YxCsrkw==", + "dev": true, + "dependencies": { + "emoji-regex": "^10.3.0", + "get-east-asian-width": "^1.0.0", + "strip-ansi": "^7.1.0" + }, + "engines": { + "node": ">=18" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/cliui": { "version": "8.0.1", "resolved": "https://registry.npmjs.org/cliui/-/cliui-8.0.1.tgz", @@ -1560,6 +1629,29 @@ "url": "https://opencollective.com/date-fns" } }, + "node_modules/debug": { + "version": "4.3.4", + "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.4.tgz", + "integrity": "sha512-PRWFHuSU3eDtQJPvnNY7Jcket1j0t5OuOsFzPPzsekD52Zl8qUfFIPEiswXqIvHWGVHOgX+7G/vCNNhehwxfkQ==", + "dev": true, + "dependencies": { + "ms": "2.1.2" + }, + "engines": { + "node": ">=6.0" + }, + "peerDependenciesMeta": { + "supports-color": { + "optional": true + } + } + }, + "node_modules/debug/node_modules/ms": { + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz", + "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==", + "dev": true + }, "node_modules/decompress-response": { "version": "6.0.0", "resolved": "https://registry.npmjs.org/decompress-response/-/decompress-response-6.0.0.tgz", @@ -1830,6 +1922,12 @@ "node": ">=4.0" } }, + "node_modules/eventemitter3": { + "version": "5.0.1", + "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.1.tgz", + "integrity": 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"resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.2.2.tgz", @@ -2065,6 +2210,18 @@ "url": "https://github.com/sponsors/ljharb" } }, + "node_modules/get-stream": { + "version": "8.0.1", + "resolved": "https://registry.npmjs.org/get-stream/-/get-stream-8.0.1.tgz", + "integrity": "sha512-VaUJspBffn/LMCJVoMvSAdmscJyS1auj5Zulnn5UoYcY531UWmdwhRWkcGKnGU93m5HSXP9LP2usOryrBtQowA==", + "dev": true, + "engines": { + "node": ">=16" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/github-from-package": { "version": "0.0.0", "resolved": "https://registry.npmjs.org/github-from-package/-/github-from-package-0.0.0.tgz", @@ -2259,6 +2416,30 @@ "node": ">=0.10.0" } }, + "node_modules/human-signals": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/human-signals/-/human-signals-5.0.0.tgz", + "integrity": "sha512-AXcZb6vzzrFAUE61HnN4mpLqd/cSIwNQjtNWR0euPm6y0iqx3G4gOXaIDdtdDwZmhwe82LA6+zinmW4UBWVePQ==", + "dev": true, + 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"https://registry.npmjs.org/logform/-/logform-2.6.0.tgz", @@ -2804,6 +3177,18 @@ "node": ">= 0.6" } }, + "node_modules/mimic-fn": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/mimic-fn/-/mimic-fn-4.0.0.tgz", + "integrity": "sha512-vqiC06CuhBTUdZH+RYl8sFrL096vA45Ok5ISO6sE/Mr1jRbGH4Csnhi8f3wKVl7x8mO4Au7Ir9D3Oyv1VYMFJw==", + "dev": true, + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/mimic-response": { "version": "3.1.0", "resolved": "https://registry.npmjs.org/mimic-response/-/mimic-response-3.1.0.tgz", @@ -3002,6 +3387,33 @@ "node": ">=4.2.0" } }, + "node_modules/npm-run-path": { + "version": "5.3.0", + "resolved": "https://registry.npmjs.org/npm-run-path/-/npm-run-path-5.3.0.tgz", + "integrity": "sha512-ppwTtiJZq0O/ai0z7yfudtBpWIoxM8yE6nHi1X47eFR2EWORqfbu6CnPlNsjeN683eT0qG6H/Pyf9fCcvjnnnQ==", + "dev": true, + "dependencies": { + "path-key": "^4.0.0" + }, + "engines": { + "node": "^12.20.0 || ^14.13.1 || >=16.0.0" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/npm-run-path/node_modules/path-key": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/path-key/-/path-key-4.0.0.tgz", + "integrity": "sha512-haREypq7xkM7ErfgIyA0z+Bj4AGKlMSdlQE2jvJo6huWD1EdkKYV+G/T4nq0YEF2vgTT8kqMFKo1uHn950r4SQ==", + "dev": true, + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/npm-which": { "version": "3.0.1", "resolved": "https://registry.npmjs.org/npm-which/-/npm-which-3.0.1.tgz", @@ -3091,6 +3503,21 @@ "fn.name": "1.x.x" } }, + "node_modules/onetime": { + "version": "6.0.0", + "resolved": "https://registry.npmjs.org/onetime/-/onetime-6.0.0.tgz", + "integrity": "sha512-1FlR+gjXK7X+AsAHso35MnyN5KqGwJRi/31ft6x0M194ht7S+rWAvd7PHss9xSKMzE0asv1pyIHaJYq+BbacAQ==", + "dev": true, + "dependencies": { + "mimic-fn": "^4.0.0" + }, + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/onnxruntime-common": { "version": "1.17.0", "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.17.0.tgz", @@ -3246,6 +3673,18 @@ "url": "https://github.com/sponsors/jonschlinkert" } }, + "node_modules/pidtree": { + "version": "0.6.0", + "resolved": "https://registry.npmjs.org/pidtree/-/pidtree-0.6.0.tgz", + "integrity": "sha512-eG2dWTVw5bzqGRztnHExczNxt5VGsE6OwTeCG3fdUf9KBsZzO3R5OIIIzWR+iZA0NtZ+RDVdaoE2dK1cn6jH4g==", + "dev": true, + "bin": { + "pidtree": "bin/pidtree.js" + }, + "engines": { + "node": ">=0.10" + } + }, "node_modules/pkg-dir": { "version": "4.2.0", "resolved": "https://registry.npmjs.org/pkg-dir/-/pkg-dir-4.2.0.tgz", @@ -3314,6 +3753,21 @@ "node": ">=6" } }, + "node_modules/prettier": { + "version": "3.2.5", + "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.2.5.tgz", + "integrity": "sha512-3/GWa9aOC0YeD7LUfvOG2NiDyhOWRvt1k+rcKhOuYnMY24iiCphgneUfJDyFXd6rZCAnuLBv6UeAULtrhT/F4A==", + "dev": true, + "bin": { + "prettier": "bin/prettier.cjs" + }, + "engines": { + "node": ">=14" + }, + "funding": { + "url": "https://github.com/prettier/prettier?sponsor=1" + } + }, "node_modules/process": { "version": "0.11.10", "resolved": "https://registry.npmjs.org/process/-/process-0.11.10.tgz", @@ -3501,6 +3955,58 @@ "node": ">=8" } }, + "node_modules/restore-cursor": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/restore-cursor/-/restore-cursor-4.0.0.tgz", + "integrity": "sha512-I9fPXU9geO9bHOt9pHHOhOkYerIMsmVaWB0rA2AI9ERh/+x/i7MV5HKBNrg+ljO5eoPVgCcnFuRjJ9uH6I/3eg==", + "dev": true, + "dependencies": { + "onetime": "^5.1.0", + "signal-exit": "^3.0.2" + }, + "engines": { + "node": "^12.20.0 || ^14.13.1 || >=16.0.0" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/restore-cursor/node_modules/mimic-fn": { + "version": "2.1.0", + "resolved": "https://registry.npmjs.org/mimic-fn/-/mimic-fn-2.1.0.tgz", + "integrity": "sha512-OqbOk5oEQeAZ8WXWydlu9HJjz9WVdEIvamMCcXmuqUYjTknH/sqsWvhQ3vgwKFRR1HpjvNBKQ37nbJgYzGqGcg==", + "dev": true, + "engines": { + "node": ">=6" + } + }, + "node_modules/restore-cursor/node_modules/onetime": { + "version": "5.1.2", + "resolved": "https://registry.npmjs.org/onetime/-/onetime-5.1.2.tgz", + "integrity": "sha512-kbpaSSGJTWdAY5KPVeMOKXSrPtr8C8C7wodJbcsd51jRnmD+GZu8Y0VoU6Dm5Z4vWr0Ig/1NKuWRKf7j5aaYSg==", + "dev": true, + "dependencies": { + "mimic-fn": "^2.1.0" + }, + "engines": { + "node": ">=6" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/restore-cursor/node_modules/signal-exit": { + "version": "3.0.7", + "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.7.tgz", + "integrity": "sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==", + "dev": true + }, + "node_modules/rfdc": { + "version": "1.3.1", + "resolved": "https://registry.npmjs.org/rfdc/-/rfdc-1.3.1.tgz", + "integrity": "sha512-r5a3l5HzYlIC68TpmYKlxWjmOP6wiPJ1vWv2HeLhNsRZMrCkxeqxiHlQ21oXmQ4F3SiryXBHhAD7JZqvOJjFmg==", + "dev": true + }, "node_modules/rimraf": { "version": "3.0.2", "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz", @@ -3798,6 +4304,34 @@ "is-arrayish": "^0.3.1" } }, + "node_modules/slice-ansi": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/slice-ansi/-/slice-ansi-5.0.0.tgz", + "integrity": "sha512-FC+lgizVPfie0kkhqUScwRu1O/lF6NOgJmlCgK+/LYxDCTk8sGelYaHDhFcDN+Sn3Cv+3VSa4Byeo+IMCzpMgQ==", + "dev": true, + "dependencies": { + "ansi-styles": "^6.0.0", + "is-fullwidth-code-point": "^4.0.0" + }, + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/chalk/slice-ansi?sponsor=1" + } + }, + "node_modules/slice-ansi/node_modules/is-fullwidth-code-point": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-4.0.0.tgz", + "integrity": "sha512-O4L094N2/dZ7xqVdrXhh9r1KODPJpFms8B5sGdJLPy664AgvXsreZUyCQQNItZRDlYug4xStLjNp/sz3HvBowQ==", + "dev": true, + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/source-map-support": { "version": "0.5.21", "resolved": "https://registry.npmjs.org/source-map-support/-/source-map-support-0.5.21.tgz", @@ -3859,6 +4393,15 @@ "safe-buffer": "~5.2.0" } }, + "node_modules/string-argv": { + "version": "0.3.2", + "resolved": "https://registry.npmjs.org/string-argv/-/string-argv-0.3.2.tgz", + "integrity": "sha512-aqD2Q0144Z+/RqG52NeHEkZauTAUWJO8c6yTftGJKO3Tja5tUgIfmIl6kExvhtxSDP7fXB6DvzkfMpCd/F3G+Q==", + "dev": true, + "engines": { + "node": ">=0.6.19" + } + }, "node_modules/string-width": { "version": "5.1.2", "resolved": "https://registry.npmjs.org/string-width/-/string-width-5.1.2.tgz", @@ -3955,6 +4498,18 @@ "node": ">=8" } }, + "node_modules/strip-final-newline": { + "version": "3.0.0", + "resolved": "https://registry.npmjs.org/strip-final-newline/-/strip-final-newline-3.0.0.tgz", + "integrity": "sha512-dOESqjYr96iWYylGObzd39EuNTa5VJxyvVAEm5Jnh7KGo75V43Hk1odPQkNDyXNmUR6k+gEiDVXnjB8HJ3crXw==", + "dev": true, + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/strip-json-comments": { "version": "2.0.1", "resolved": "https://registry.npmjs.org/strip-json-comments/-/strip-json-comments-2.0.1.tgz", diff --git a/package.json b/package.json index 468fe0f..41323c7 100644 --- a/package.json +++ b/package.json @@ -22,18 +22,22 @@ "package:version": "node ./scripts/package-version.mjs", "deploy-assets": "node -r dotenv/config ./scripts/deploy-assets.mjs", "tag": "git tag $npm_package_version & git push origin $npm_package_version", - "package:pack": "npm run package:pack --workspaces --if-present" + "package:pack": "npm run package:pack --workspaces --if-present", + "prepare": "husky" }, "devDependencies": { - "dotenv": "~16.3.1", - "glob": "~10.3.3", - "moment": "~2.29.4", - "onchange": "~7.1.0", - "yaml": "~2.3.4", "chalk": "~5.3.0", "concurrently": "~8.2.2", + "dotenv": "~16.3.1", "ejs": "~3.1.9", "es-main": "~1.3.0", - "meow": "~13.0.0" + "glob": "~10.3.3", + "husky": "^9.0.11", + "lint-staged": "^15.2.2", + "meow": "~13.0.0", + "moment": "~2.29.4", + "onchange": "~7.1.0", + "prettier": "3.2.5", + "yaml": "~2.3.4" } } From 735e5b731ca2eb953f502844125f570000fd1d37 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:43:05 +0000 Subject: [PATCH 08/16] chore: Added prettier in pre-commit --- packages/node/src/schema.ts | 33 ++++++++++++------- packages/web-examples/vite-project/index.html | 2 +- packages/web/src/schema.ts | 33 ++++++++++++------- 3 files changed, 43 insertions(+), 25 deletions(-) diff --git a/packages/node/src/schema.ts b/packages/node/src/schema.ts index 8120f4c..6841170 100644 --- a/packages/node/src/schema.ts +++ b/packages/node/src/schema.ts @@ -46,18 +46,27 @@ const ConfigSchema = z .describe('Progress callback.') .optional(), model: z - .preprocess((val) => { - switch (val) { - case 'large': - return 'isnet'; - case 'small': - return 'isnet_quint8'; - case 'medium': - return 'isnet_fp16'; - default: - return val; - } - }, z.enum(['isnet', 'isnet_fp16', 'isnet_quint8', 'modnet', 'modnet_fp16' /*, 'modnet_quint8'*/])) + .preprocess( + (val) => { + switch (val) { + case 'large': + return 'isnet'; + case 'small': + return 'isnet_quint8'; + case 'medium': + return 'isnet_fp16'; + default: + return val; + } + }, + z.enum([ + 'isnet', + 'isnet_fp16', + 'isnet_quint8', + 'modnet', + 'modnet_fp16' /*, 'modnet_quint8'*/ + ]) + ) .default('medium'), output: z .object({ diff --git a/packages/web-examples/vite-project/index.html b/packages/web-examples/vite-project/index.html index 143557b..dde16aa 100644 --- a/packages/web-examples/vite-project/index.html +++ b/packages/web-examples/vite-project/index.html @@ -1,4 +1,4 @@ - + diff --git a/packages/web/src/schema.ts b/packages/web/src/schema.ts index a5624f2..af847cf 100644 --- a/packages/web/src/schema.ts +++ b/packages/web/src/schema.ts @@ -41,18 +41,27 @@ const ConfigSchema = z .describe('Progress callback.') .optional(), model: z - .preprocess((val) => { - switch (val) { - case 'large': - return 'isnet'; - case 'small': - return 'isnet_quint8'; - case 'medium': - return 'isnet_fp16'; - default: - return val; - } - }, z.enum(['isnet', 'isnet_fp16', 'isnet_quint8', 'modnet', 'modnet_fp16' /*, 'modnet_quint8'*/])) + .preprocess( + (val) => { + switch (val) { + case 'large': + return 'isnet'; + case 'small': + return 'isnet_quint8'; + case 'medium': + return 'isnet_fp16'; + default: + return val; + } + }, + z.enum([ + 'isnet', + 'isnet_fp16', + 'isnet_quint8', + 'modnet', + 'modnet_fp16' /*, 'modnet_quint8'*/ + ]) + ) .default('medium'), output: z .object({ From 5b2432c535990dd1e2f4b5123d5ce81a1b114ce5 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:48:33 +0000 Subject: [PATCH 09/16] fix: Added releases directory --- packages/node/package.json | 6 +++--- packages/web-data/package.json | 6 +++--- packages/web/package.json | 6 +++--- releases/.keep | 0 4 files changed, 9 insertions(+), 9 deletions(-) create mode 100644 releases/.keep diff --git a/packages/node/package.json b/packages/node/package.json index 7d5d3d5..4464fab 100644 --- a/packages/node/package.json +++ b/packages/node/package.json @@ -54,9 +54,9 @@ "types": " npx tsc --declaration --emitDeclarationOnly --declarationDir dist --declarationMap", "watch": "npm run clean && npm run resources && npm run changelog:generate && node scripts/watch.mjs", "lint": "npx prettier --write .", - "publish:latest": "npm run build && npm publish --tag latest --access public", - "publish:next": "npm run build && npm publish --tag next --access public", - "package:pack": "npm run build && npm pack . --pack-destination ../../releases" + "publish:latest": "npm publish --tag latest --access public", + "publish:next": "npm publish --tag next --access public", + "package:pack": "npm pack . --pack-destination ../../releases" }, "dependencies": { "onnxruntime-node": "~1.17.0", diff --git a/packages/web-data/package.json b/packages/web-data/package.json index b8da8c4..e3c4dc1 100644 --- a/packages/web-data/package.json +++ b/packages/web-data/package.json @@ -41,9 +41,9 @@ "build": "npm run clean && npm run resources", "watch": "npm run clean && npm run resources", "lint": "npx prettier --write .", - "publish:latest": "npm run build && npm publish --tag latest --access public", - "publish:next": "npm run build && npm publish --tag next --access public", - "package:pack": "npm run build && npm pack . --pack-destination ../../releases" + "publish:latest": "npm publish --tag latest --access public", + "publish:next": "npm publish --tag next --access public", + "package:pack": "npm pack . --pack-destination ../../releases" }, "dependencies": { "onnxruntime-web": "~1.17.0" diff --git a/packages/web/package.json b/packages/web/package.json index 3b0b429..d756379 100644 --- a/packages/web/package.json +++ b/packages/web/package.json @@ -53,9 +53,9 @@ "build": "npm run clean && npm run types && npm run resources && npm run changelog:generate && node scripts/build.mjs", "types": " npx tsc --declaration --emitDeclarationOnly --declarationDir dist --declarationMap", "watch": "npm run clean && npm run resources && npm run changelog:generate && node scripts/watch.mjs", - "publish:latest": "npm run build && npm publish --tag latest --access public", - "publish:next": "npm run build && npm publish --tag next --access public", - "package:pack": "npm run build && npm pack . --pack-destination ../../releases", + "publish:latest": "npm publish --tag latest --access public", + "publish:next": "npm publish --tag next --access public", + "package:pack": "npm pack . --pack-destination ../../releases", "lint": "npx prettier --write ." }, "bundledDependencies": [], diff --git a/releases/.keep b/releases/.keep new file mode 100644 index 0000000..e69de29 From 3ef3c732f825d987afa4e6c4b7b4d35993c057ae Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 09:57:17 +0000 Subject: [PATCH 10/16] fix: Don't upload artifacts --- .github/workflows/ci.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 2ef8431..6aacf46 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -24,7 +24,7 @@ jobs: - run: npm run build --if-present - run: npm run test --if-present - run: npm run package:pack --if-present - - uses: actions/upload-artifact@v4 - with: - name: my-artifact - path: releases/ + # - uses: actions/upload-artifact@v4 + # with: + # name: my-artifact + # path: releases/ From ce563ed0b70324ba4b8529a20ca6beb17c04e078 Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 15:08:22 +0000 Subject: [PATCH 11/16] fix: Fallback to cpu when gpu not available --- bundle/models/isnet.json | 3 + packages/node/CHANGELOG.md | 2 +- packages/web/CHANGELOG.md | 4 +- .../src/{feature-detect.js => features.js} | 27 +++--- packages/web/src/index.ts | 1 + packages/web/src/onnx.ts | 88 ++++++++----------- packages/web/src/schema.ts | 40 ++++++--- packages/web/src/types.d.ts | 3 + 8 files changed, 88 insertions(+), 80 deletions(-) create mode 100644 bundle/models/isnet.json rename packages/web/src/{feature-detect.js => features.js} (89%) create mode 100644 packages/web/src/types.d.ts diff --git a/bundle/models/isnet.json b/bundle/models/isnet.json new file mode 100644 index 0000000..80bd99e --- /dev/null +++ b/bundle/models/isnet.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f15653496b193d078b7820ba1f5743ab063eb6e4614dc0c8e32d37bd7aa4cad7 +size 573 diff --git a/packages/node/CHANGELOG.md b/packages/node/CHANGELOG.md index 1df51b4..92f9b07 100644 --- a/packages/node/CHANGELOG.md +++ b/packages/node/CHANGELOG.md @@ -16,7 +16,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), ### Added -- Added ThirdPartyLicenses.json Added +- Added ThirdPartyLicenses.json ## [1.4.0] diff --git a/packages/web/CHANGELOG.md b/packages/web/CHANGELOG.md index 7afb14f..d1b9e81 100644 --- a/packages/web/CHANGELOG.md +++ b/packages/web/CHANGELOG.md @@ -10,7 +10,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), - Added Modnet models Added -- Added option to execute on gpu (webgpu) and cpu Added +- Added option to execute on gpu (webgpu) and cpu Added - Added isnet model for webgpu Added @@ -18,7 +18,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), ### Added -- Added ThirdPartyLicenses.json Added +- Added ThirdPartyLicenses.json ## [1.4.0] diff --git a/packages/web/src/feature-detect.js b/packages/web/src/features.js similarity index 89% rename from packages/web/src/feature-detect.js rename to packages/web/src/features.js index 1df9519..7d8cd03 100644 --- a/packages/web/src/feature-detect.js +++ b/packages/web/src/features.js @@ -14,81 +14,81 @@ export const bigInt = () => 5, 1, 1, 98, 0, 0, 10, 6, 1, 4, 0, 32, 0, 11 ]) ), - bulkMemory = async () => + bulkMemory = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 4, 1, 96, 0, 0, 3, 2, 1, 0, 5, 3, 1, 0, 1, 10, 14, 1, 12, 0, 65, 0, 65, 0, 65, 0, 252, 10, 0, 0, 11 ]) ), - exceptions = async () => + exceptions = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 4, 1, 96, 0, 0, 3, 2, 1, 0, 10, 8, 1, 6, 0, 6, 64, 25, 11, 11 ]) ), - extendedConst = async () => + extendedConst = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 5, 3, 1, 0, 1, 11, 9, 1, 0, 65, 1, 65, 2, 106, 11, 0 ]) ), - gc = async () => + gc = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 10, 2, 95, 1, 125, 0, 96, 0, 1, 107, 0, 3, 2, 1, 1, 10, 12, 1, 10, 0, 67, 0, 0, 0, 0, 251, 7, 0, 11 ]) ), - memory64 = async () => + memory64 = () => WebAssembly.validate( new Uint8Array([0, 97, 115, 109, 1, 0, 0, 0, 5, 3, 1, 4, 1]) ), - multiValue = async () => + multiValue = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 6, 1, 96, 0, 2, 127, 127, 3, 2, 1, 0, 10, 8, 1, 6, 0, 65, 0, 65, 0, 11 ]) ), - mutableGlobals = async () => + mutableGlobals = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 2, 8, 1, 1, 97, 1, 98, 3, 127, 1, 6, 6, 1, 127, 1, 65, 0, 11, 7, 5, 1, 1, 97, 3, 1 ]) ), - referenceTypes = async () => + referenceTypes = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 4, 1, 96, 0, 0, 3, 2, 1, 0, 10, 7, 1, 5, 0, 208, 112, 26, 11 ]) ), - relaxedSimd = async () => + relaxedSimd = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 5, 1, 96, 0, 1, 123, 3, 2, 1, 0, 10, 15, 1, 13, 0, 65, 1, 253, 15, 65, 2, 253, 15, 253, 128, 2, 11 ]) ), - saturatedFloatToInt = async () => + saturatedFloatToInt = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 4, 1, 96, 0, 0, 3, 2, 1, 0, 10, 12, 1, 10, 0, 67, 0, 0, 0, 0, 252, 0, 26, 11 ]) ), - signExtensions = async () => + signExtensions = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 4, 1, 96, 0, 0, 3, 2, 1, 0, 10, 8, 1, 6, 0, 65, 0, 192, 26, 11 ]) ), - simd = async () => + simd = () => WebAssembly.validate( new Uint8Array([ 0, 97, 115, 109, 1, 0, 0, 0, 1, 5, 1, 96, 0, 1, 123, 3, 2, 1, 0, 10, 10, @@ -121,3 +121,6 @@ export const bigInt = () => 1, 1, 10, 11, 1, 9, 0, 65, 0, 254, 16, 2, 0, 26, 11 ]) ); + +export const webgpu = () => navigator.gpu !== undefined; +export const maxNumThreads = () => navigator.hardwareConcurrency ?? 4; diff --git a/packages/web/src/index.ts b/packages/web/src/index.ts index a77ea84..3c76554 100644 --- a/packages/web/src/index.ts +++ b/packages/web/src/index.ts @@ -9,6 +9,7 @@ export { export type { Config, ImageSource }; import lodash from 'lodash'; + import ndarray from 'ndarray'; import { initInference, runInference } from './inference'; import { preload as preloadResources } from './resource'; diff --git a/packages/web/src/onnx.ts b/packages/web/src/onnx.ts index 72e01b6..3946435 100644 --- a/packages/web/src/onnx.ts +++ b/packages/web/src/onnx.ts @@ -4,71 +4,55 @@ import ndarray, { NdArray } from 'ndarray'; import type ORT from 'onnxruntime-web'; import * as ort_cpu from 'onnxruntime-web'; -// @ts-ignore + import * as ort_gpu from 'onnxruntime-web/webgpu'; import { loadAsUrl } from './resource'; -import { simd, threads } from './feature-detect'; +import * as feat from './features'; import { Config } from './schema'; async function createOnnxSession(model: any, config: Config) { - const ort = config.device === 'gpu' ? ort_gpu : ort_cpu; - const capabilities = { - simd: await simd(), - threads: await threads(), - numThreads: navigator.hardwareConcurrency ?? 4, - // @ts-ignore - webgpu: navigator.gpu !== undefined - }; - - const useWebGPU = config.device === 'gpu' && capabilities.webgpu; - const useThreads = capabilities.threads; - const useSimd = capabilities.simd; - + const useWebGPU = config.device === 'gpu'; + const useThreads = feat.threads(); + const useSimd = feat.simd(); + const proxyToWorker = config.proxyToWorker; const executionProviders = [useWebGPU ? 'webgpu' : 'wasm']; + const ort = useWebGPU ? ort_gpu : ort_cpu; if (config.debug) { - console.debug('Capabilities:', capabilities); - console.debug('Using WebGPU:', useWebGPU); - console.debug('Using Threads:', useThreads); - console.debug('Using SIMD:', useSimd); + console.debug('\tUsing Threads:', useThreads); + console.debug('\tUsing SIMD:', useSimd); + console.debug('\tUsing WebGPU:', useWebGPU); + console.debug('\tProxy to Worker:', proxyToWorker); + ort.env.debug = true; ort.env.logLevel = 'verbose'; } - ort.env.wasm.numThreads = capabilities.numThreads; - ort.env.wasm.simd = capabilities.simd; - ort.env.wasm.proxy = useWebGPU ? false : config.proxyToWorker; - - ort.env.wasm.wasmPaths = { - 'ort-wasm-simd-threaded.wasm': - useThreads && useSimd - ? await loadAsUrl( - useWebGPU - ? '/onnxruntime-web/ort-wasm-simd-threaded.jsep.wasm' - : '/onnxruntime-web/ort-wasm-simd-threaded.wasm', - config - ) - : undefined, - 'ort-wasm-simd.wasm': - !useThreads && useSimd - ? await loadAsUrl( - useWebGPU - ? '/onnxruntime-web/ort-wasm-simd.jsep.wasm' - : '/onnxruntime-web/ort-wasm-simd.wasm', - config - ) - : undefined, - 'ort-wasm-threaded.wasm': - !useWebGPU && useThreads && !useSimd - ? await loadAsUrl('/onnxruntime-web/ort-wasm-threaded.wasm', config) - : undefined, - 'ort-wasm.wasm': - !useWebGPU && !useThreads && !useSimd - ? await loadAsUrl('/onnxruntime-web/ort-wasm.wasm', config) - : undefined + ort.env.wasm.numThreads = feat.maxNumThreads(); + ort.env.wasm.simd = feat.simd(); + ort.env.wasm.proxy = proxyToWorker; + + const wasmPaths = { + 'ort-wasm-simd-threaded.wasm': useThreads && useSimd, + 'ort-wasm-simd.wasm': !useThreads && useSimd, + 'ort-wasm-threaded.wasm': !useWebGPU && useThreads && !useSimd, + 'ort-wasm.wasm': !useWebGPU && !useThreads && !useSimd }; + const proxiedWasmPaths = {}; + for (const [key, value] of Object.entries(wasmPaths)) { + if (value) { + const wasmPath = + useWebGPU && key.includes('simd') + ? `/onnxruntime-web/${key.replace('.wasm', '.jsep.wasm')}` + : `/onnxruntime-web/${key}`; + proxiedWasmPaths[key] = await loadAsUrl(wasmPath, config); + } + } + + ort.env.wasm.wasmPaths = proxiedWasmPaths; + if (config.debug) { console.debug('ort.env.wasm:', ort.env.wasm); } @@ -96,7 +80,9 @@ async function runOnnxSession( outputs: [string], config: Config ) { - const ort = config.device === 'gpu' ? ort_gpu : ort_cpu; + const useWebGPU = config.device === 'gpu'; + const ort = useWebGPU ? ort_gpu : ort_cpu; + const feeds: Record = {}; for (const [key, tensor] of inputs) { feeds[key] = new ort.Tensor( diff --git a/packages/web/src/schema.ts b/packages/web/src/schema.ts index af847cf..1c78b58 100644 --- a/packages/web/src/schema.ts +++ b/packages/web/src/schema.ts @@ -2,6 +2,8 @@ export { Config, ConfigSchema, validateConfig }; import { z } from 'zod'; +import * as feature from './features'; + import pkg from '../package.json'; const ConfigSchema = z @@ -95,23 +97,33 @@ const ConfigSchema = z ); } } + + // always switch to gpu + if (config.device == 'gpu') { - switch (config.model) { - case 'isnet': - break; - case 'isnet_fp16': - case 'isnet_quint8': - if (config.debug) console.debug('Switching to f32 model for GPU'); - config.model = 'isnet'; - break; - case 'modnet': - break; - case 'modnet_fp16': - if (config.debug) console.debug('Switching to f32 model for GPU'); - config.model = 'modnet'; - break; + if (!feature.webgpu()) { + if (config.debug) + console.debug('Switching to CPU for GPU not supported.'); + config.device = 'cpu'; + } else { + switch (config.model) { + case 'isnet': + break; + case 'isnet_fp16': + case 'isnet_quint8': + if (config.debug) console.debug('Switching to f32 model for GPU'); + config.model = 'isnet'; + break; + case 'modnet': + break; + case 'modnet_fp16': + if (config.debug) console.debug('Switching to f32 model for GPU'); + config.model = 'modnet'; + break; + } } } + return config; }); diff --git a/packages/web/src/types.d.ts b/packages/web/src/types.d.ts new file mode 100644 index 0000000..947ffca --- /dev/null +++ b/packages/web/src/types.d.ts @@ -0,0 +1,3 @@ +interface Navigator { + gpu: any; +} From cf454859756423b561e358fa2d8bb3c4d42e92fc Mon Sep 17 00:00:00 2001 From: Daniel Hauschildt Date: Tue, 26 Mar 2024 16:56:25 +0000 Subject: [PATCH 12/16] feat: Remove image distortion when resizing --- .../web-examples/vite-project/src/App.vue | 18 +++++- packages/web/src/inference.ts | 22 ++++++- packages/web/src/utils.ts | 64 +++++++++++-------- 3 files changed, 73 insertions(+), 31 deletions(-) diff --git a/packages/web-examples/vite-project/src/App.vue b/packages/web-examples/vite-project/src/App.vue index 2b53fea..0710b8f 100644 --- a/packages/web-examples/vite-project/src/App.vue +++ b/packages/web-examples/vite-project/src/App.vue @@ -1,5 +1,8 @@ + +http://localhost:5173/?auto=1&image=http://localhost:5173/images/tile_0.webp