https://github.com/bin-pdt/aiot_fire_detection_framework

AN AI & IOT FIRE DECTECTION FRAMEWORK
https://github.com/bin-pdt/aiot_fire_detection_framework

aiot-framework fire-detection

Last synced: about 1 year ago
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AN AI & IOT FIRE DECTECTION FRAMEWORK

• Host: GitHub
• URL: https://github.com/bin-pdt/aiot_fire_detection_framework
• Owner: BIN-PDT
• Created: 2025-06-02T02:28:41.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-06-02T05:01:41.000Z (about 1 year ago)
• Last Synced: 2025-06-02T15:19:58.420Z (about 1 year ago)
• Topics: aiot-framework, fire-detection
• Language: Java
• Homepage: https://drive.google.com/file/d/1YwuXLUQokTERF-gNgJqiBUXEFDBL0pBu/view?usp=sharing
• Size: 19.4 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
**1. PROJECT**

-   _Train a `YOLO model` using Ultralytics library in Python_.

-   _Build a `Firebase project` to obtain necessary credentials for system and mobile configurations_.

-   _Install `Raspberry Pi OS with desktop and recommended software (64-bit)` using Raspberry Pi Imager_.

**2. CONFIGURATION**

```

sudo apt-get update

```

```

sudo apt-get upgrade

```

-   _Configure for Core System_

    ```

    python -m venv --system-site-packages .venv

    ```

    ```

    source .venv/bin/activate

    ```

    ```

    pip install ultralytics

    ```

    ```

    pip install firebase-admin

    ```

-   _Configure for Coral Accelerator_

    -   _Download suitable `libedgetpu1 package` from https://github.com/feranick/libedgetpu/releases_.

    -   _Install downloaded package using command `sudo dpkg -i path/to/package.deb`_.

    ```

    pip uninstall tensorflow tensorflow-aarch64

    ```

    ```

    pip install -U tflite-runtime

    ```

    ```

    pip install 'numpy<2'

    ```