Python Object Detection

A Python-based project for detecting objects in images and videos using popular deep learning frameworks.

Features

• Detects multiple object classes in images and videos
• Easy-to-use command-line interface
• Supports model customization and retraining
• Outputs annotated images with bounding boxes

Requirements

• Python 3.7+
• PyTorch or TensorFlow
• OpenCV
• NumPy

Install dependencies:

pip install -r requirements.txt

Usage

Detect objects in an image:

python detect.py --image path/to/image.jpg

Detect objects in a video:

python detect.py --video path/to/video.mp4

Configuration

• Edit config.yaml to set model parameters and detection thresholds.

Model Training

To train a custom model, follow the instructions in TRAINING.md.

Contributing

Contributions are welcome! Please open issues or submit pull requests.

License

This project is licensed under the MIT License.