This is the project for Module C6: Video Analysis of the Master in Computer Vision.
Check our final slides for the Road Traffic Monitoring project here!
👁️ Project Overview
📂 Repository Structure
💡 Updates
👥 Team
The project is divided into two main areas:
- Week 1: Background modeling - Model background information
- Week 2: Foreground detection - Detect vehicles in the video
- Week 3: Motion estimation - Optical flow estimation
- Week 4: Tracking - Use detections and motion estimation to track multiple vehicles across video frames and multiple cameras
- Week 5: Ball action classification
- Weeks 6-7: Ball action spotting
The repository is organized into weekly folders, each containing the code and documentation for that week's tasks.
Detailed instructions on how to run the code for each week are provided within the respective folders.
To get started with this project, follow these steps:
git clone https://github.com/AlexFerrando/project-c6.git
cd project-c6conda create --name project-c6
conda activate project-c6pip install -r requirements.txtThis repository will be updated weekly throughout the duration of the module.
Once the module is completed, further updates are unlikely.
For any inquiries, feel free to reach out to any of us!