Object and Sub-Object Detection System

Prerequisites

• Python 3.8 or later
• Install dependencies: pip install -r requirements.txt

Setup

1. Clone the repository: git clone <repo-link>
2. Create a virtual environment: python -m venv cv_env
3. Activate the environment:
   • Windows: cv_env\Scripts\activate
   • Linux/Mac: source cv_env/bin/activate
4. Install requirements: pip install -r requirements.txt

Usage

1. Place your video in the video_input folder.
2. Run the system: python main.py.
3. Output JSON and images will be saved in the output folder.

Dependencies

• torch
• opencv-python
• yolov5
• numpy
• matplotlib