Siamese model code

.gitignore

@@ -5,3 +5,13 @@ src/model/train/**
 src/model/test/**
 src/model/david/**
 venv/**
+src/model/keras/**
+src/model/*.h5
+build/**
+Images/**
+*.DS_Store
+.vscode/
+**/CMakeFiles/**
+**/cmake_install.cmake
+**/CMakeCache.txt
+camera

CMakeLists.txt

@@ -0,0 +1,15 @@
+cmake_minimum_required(VERSION 3.12)
+project(edge-ml)
+
+find_package(OpenCV REQUIRED)
+
+# Add subdirectories
+add_subdirectory(src)
+add_subdirectory(utils)
+
+# Define your executable and link libraries if needed
+add_executable(camera src/simple_camera.cpp)
+
+include_directories(${OpenCV_INCLUDE_DIRS})
+
+target_link_libraries(camera PRIVATE ${OpenCV_LIBS} UtilityLib)

Makefile

@@ -0,0 +1,192 @@
+# CMAKE generated file: DO NOT EDIT!
+# Generated by "Unix Makefiles" Generator, CMake Version 3.13
+
+# Default target executed when no arguments are given to make.
+default_target: all
+
+.PHONY : default_target
+
+# Allow only one "make -f Makefile2" at a time, but pass parallelism.
+.NOTPARALLEL:
+
+
+#=============================================================================
+# Special targets provided by cmake.
+
+# Disable implicit rules so canonical targets will work.
+.SUFFIXES:
+
+
+# Remove some rules from gmake that .SUFFIXES does not remove.
+SUFFIXES =
+
+.SUFFIXES: .hpux_make_needs_suffix_list
+
+
+# Suppress display of executed commands.
+$(VERBOSE).SILENT:
+
+
+# A target that is always out of date.
+cmake_force:
+
+.PHONY : cmake_force
+
+#=============================================================================
+# Set environment variables for the build.
+
+# The shell in which to execute make rules.
+SHELL = /bin/sh
+
+# The CMake executable.
+CMAKE_COMMAND = /usr/local/bin/cmake
+
+# The command to remove a file.
+RM = /usr/local/bin/cmake -E remove -f
+
+# Escaping for special characters.
+EQUALS = =
+
+# The top-level source directory on which CMake was run.
+CMAKE_SOURCE_DIR = /home/cds-nano-3/edge-ml
+
+# The top-level build directory on which CMake was run.
+CMAKE_BINARY_DIR = /home/cds-nano-3/edge-ml
+
+#=============================================================================
+# Targets provided globally by CMake.
+
+# Special rule for the target rebuild_cache
+rebuild_cache:
+	@$(CMAKE_COMMAND) -E cmake_echo_color --switch=$(COLOR) --cyan "Running CMake to regenerate build system..."
+	/usr/local/bin/cmake -S$(CMAKE_SOURCE_DIR) -B$(CMAKE_BINARY_DIR)
+.PHONY : rebuild_cache
+
+# Special rule for the target rebuild_cache
+rebuild_cache/fast: rebuild_cache
+
+.PHONY : rebuild_cache/fast
+
+# Special rule for the target edit_cache
+edit_cache:
+	@$(CMAKE_COMMAND) -E cmake_echo_color --switch=$(COLOR) --cyan "No interactive CMake dialog available..."
+	/usr/local/bin/cmake -E echo No\ interactive\ CMake\ dialog\ available.
+.PHONY : edit_cache
+
+# Special rule for the target edit_cache
+edit_cache/fast: edit_cache
+
+.PHONY : edit_cache/fast
+
+# The main all target
+all: cmake_check_build_system
+	$(CMAKE_COMMAND) -E cmake_progress_start /home/cds-nano-3/edge-ml/CMakeFiles /home/cds-nano-3/edge-ml/CMakeFiles/progress.marks
+	$(MAKE) -f CMakeFiles/Makefile2 all
+	$(CMAKE_COMMAND) -E cmake_progress_start /home/cds-nano-3/edge-ml/CMakeFiles 0
+.PHONY : all
+
+# The main clean target
+clean:
+	$(MAKE) -f CMakeFiles/Makefile2 clean
+.PHONY : clean
+
+# The main clean target
+clean/fast: clean
+
+.PHONY : clean/fast
+
+# Prepare targets for installation.
+preinstall: all
+	$(MAKE) -f CMakeFiles/Makefile2 preinstall
+.PHONY : preinstall
+
+# Prepare targets for installation.
+preinstall/fast:
+	$(MAKE) -f CMakeFiles/Makefile2 preinstall
+.PHONY : preinstall/fast
+
+# clear depends
+depend:
+	$(CMAKE_COMMAND) -S$(CMAKE_SOURCE_DIR) -B$(CMAKE_BINARY_DIR) --check-build-system CMakeFiles/Makefile.cmake 1
+.PHONY : depend
+
+#=============================================================================
+# Target rules for targets named camera
+
+# Build rule for target.
+camera: cmake_check_build_system
+	$(MAKE) -f CMakeFiles/Makefile2 camera
+.PHONY : camera
+
+# fast build rule for target.
+camera/fast:
+	$(MAKE) -f CMakeFiles/camera.dir/build.make CMakeFiles/camera.dir/build
+.PHONY : camera/fast
+
+#=============================================================================
+# Target rules for targets named UtilityLib
+
+# Build rule for target.
+UtilityLib: cmake_check_build_system
+	$(MAKE) -f CMakeFiles/Makefile2 UtilityLib
+.PHONY : UtilityLib
+
+# fast build rule for target.
+UtilityLib/fast:
+	$(MAKE) -f utils/CMakeFiles/UtilityLib.dir/build.make utils/CMakeFiles/UtilityLib.dir/build
+.PHONY : UtilityLib/fast
+
+src/simple_camera.o: src/simple_camera.cpp.o
+
+.PHONY : src/simple_camera.o
+
+# target to build an object file
+src/simple_camera.cpp.o:
+	$(MAKE) -f CMakeFiles/camera.dir/build.make CMakeFiles/camera.dir/src/simple_camera.cpp.o
+.PHONY : src/simple_camera.cpp.o
+
+src/simple_camera.i: src/simple_camera.cpp.i
+
+.PHONY : src/simple_camera.i
+
+# target to preprocess a source file
+src/simple_camera.cpp.i:
+	$(MAKE) -f CMakeFiles/camera.dir/build.make CMakeFiles/camera.dir/src/simple_camera.cpp.i
+.PHONY : src/simple_camera.cpp.i
+
+src/simple_camera.s: src/simple_camera.cpp.s
+
+.PHONY : src/simple_camera.s
+
+# target to generate assembly for a file
+src/simple_camera.cpp.s:
+	$(MAKE) -f CMakeFiles/camera.dir/build.make CMakeFiles/camera.dir/src/simple_camera.cpp.s
+.PHONY : src/simple_camera.cpp.s
+
+# Help Target
+help:
+	@echo "The following are some of the valid targets for this Makefile:"
+	@echo "... all (the default if no target is provided)"
+	@echo "... clean"
+	@echo "... depend"
+	@echo "... rebuild_cache"
+	@echo "... camera"
+	@echo "... edit_cache"
+	@echo "... UtilityLib"
+	@echo "... src/simple_camera.o"
+	@echo "... src/simple_camera.i"
+	@echo "... src/simple_camera.s"
+.PHONY : help
+
+
+
+#=============================================================================
+# Special targets to cleanup operation of make.
+
+# Special rule to run CMake to check the build system integrity.
+# No rule that depends on this can have commands that come from listfiles
+# because they might be regenerated.
+cmake_check_build_system:
+	$(CMAKE_COMMAND) -S$(CMAKE_SOURCE_DIR) -B$(CMAKE_BINARY_DIR) --check-build-system CMakeFiles/Makefile.cmake 0
+.PHONY : cmake_check_build_system
+

README.md

@@ -6,3 +6,12 @@
 Make sure git-clang-format is installed with `npm install -g clang-format`
 1. Call `clang-format.sh` under ci/
 2. `git add` and `git commit`!
+To run: 
+
+`cd build` 
+
+`cmake ..`
+
+`make`
+
+`./camera`

requirements.txt

@@ -1,4 +1,42 @@
-
+absl-py==2.0.0
+astunparse==1.6.3
+cachetools==5.3.2
+certifi==2023.7.22
+charset-normalizer==3.3.2
+flatbuffers==23.5.26
+gast==0.4.0
+google-auth==2.23.4
+google-auth-oauthlib==1.0.0
+google-pasta==0.2.0
+grpcio==1.59.2
+h5py==3.10.0
+idna==3.4
+jax==0.4.20
 keras==2.12.0
-Pillow==10.0.1
-tensorflow-macos==2.12.0
+libclang==16.0.6
+Markdown==3.5.1
+MarkupSafe==2.1.3
+ml-dtypes==0.3.1
+numpy==1.23.5
+oauthlib==3.2.2
+opencv-python==4.8.1.78
+opt-einsum==3.3.0
+packaging==23.2
+protobuf==4.25.0
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
+requests==2.31.0
+requests-oauthlib==1.3.1
+rsa==4.9
+scipy==1.11.3
+six==1.16.0
+tensorboard==2.12.3
+tensorboard-data-server==0.7.2
+tensorflow-estimator==2.12.0
+tensorflow-io-gcs-filesystem==0.34.0
+tensorflow-macos==2.12.0
+termcolor==2.3.0
+typing_extensions==4.8.0
+urllib3==2.0.7
+Werkzeug==3.0.1
+wrapt==1.14.1

src/CMakeLists.txt

@@ -1,8 +0,0 @@
-cmake_minimum_required(VERSION 3.12)
-project(OpenCVExample)
-
-find_package(OpenCV REQUIRED)
-
-add_executable(simple_camera simple_camera.cpp)
-
-target_link_libraries(simple_camera PRIVATE ${OpenCV_LIBS})