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Audio-based project for Vietnam road traffic congestion detection

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Grokking Fundamental AI Lab

List of projects

  1. Traffic Congestion Detection
  2. ...

Design Diagram

Radio Data Collector

flowchart TD
    subgraph Collect
        src_1([voh-95.6])
        src_2([vov-giaothong-hcm])
        src_3([...])

        fs_1[(SeaweedFS)]

        compute_1[[M3U8 Fetcher]]
        compute_2[[FFMPEG]]

        src_1-->compute_1
        src_2-->compute_1
        src_3-->compute_1
        compute_1-->|audio file|compute_2
        compute_2-->|mono & 16khz .aac|fs_1
    end

    subgraph Compact
    fs_2[(S3 Glacier)]

    compute_3[[Tar Compressor]]
    compute_4[[Cleaner]]

    fs_1-->compute_3
    compute_3-->|Hourly block .tar.gz|fs_2
    compute_4<-.->|Remove expired files TTL|fs_1
    end

    subgraph Monitor
    alert(Telegram)
    compute_1-.->alert
    end

    subgraph IPFS-Central
        ipfs_1{{IPFS Node}}

        compute_3-->ipfs_1
    end

    subgraph Milkrun
        fs_3[(Cloudflare R2)]

        compute_5[[Scheduler]]

        ipfs_1-->compute_5
        compute_5-->fs_3
    end

    consumer_1[/Kaggle GPU/]
    consumer_2[/Colab GPU/]

    fs_3-->consumer_1
    fs_3-->consumer_2
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I do not know what I may appear to the world, but to myself I seem to have been only like a boy playing on the seashore, and diverting myself in now and then finding a smoother pebble or a prettier shell than ordinary, whilst the great ocean of truth lay all undiscovered before me.

Isaac Newton

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Audio-based project for Vietnam road traffic congestion detection

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