https://github.com/jaay7/object-detection

Detecting vehicles and warn them if they get close to another vehicle.
https://github.com/jaay7/object-detection

cocoapi gpu nvidia-cuda python3 ssd-mobilenet tensorflow

Last synced: about 19 hours ago
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Detecting vehicles and warn them if they get close to another vehicle.

• Host: GitHub
• URL: https://github.com/jaay7/object-detection
• Owner: Jaay7
• Created: 2023-08-21T12:07:44.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-21T13:25:08.000Z (about 1 year ago)
• Last Synced: 2024-04-24T11:04:00.642Z (7 months ago)
• Topics: cocoapi, gpu, nvidia-cuda, python3, ssd-mobilenet, tensorflow
• Language: Python
• Homepage:
• Size: 6.84 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Object-Detection

Detecting vehicles and warn them if they get close to another vehicle.

### Getting started

- Install required packages

  ```sh

  pip install tensorflow-gpu

  pip install pycocotools

  pip install winsound

  pip install opencv-python

  pip install numpy

  pip install matplotlib

  ```

- GPU configurations

  - Download CudaNN for NVIDIA

  - Update the graphic drivers

  - Make sure to install all the required attributes.

- Models from TensorFlow

  ```sh

  git clone https://github.com/tensorflow/models

  cd models/research

  protoc object_detection/protos/*.proto --python_out=.

  pip install object_detection

  ```

- Run

  

  ```sh

  python vehicle_detector.py

  ```

### Result