Check out my Computer Vision Repository for projects showcasing advanced image processing techniques like object detection, image stitching, and segmentation using Python and OpenCV. Whether you're a researcher, developer, or enthusiast, you'll find comprehensive insights and practical implementations to advance your computer vision skills.
Detect and Track the Boxers using YOLO and OpenCV
Utilize YOLO for object detection in combination with OpenCV to process the video. YOLO is a fast object detection algorithm that can accurately identify the boxers in the frames of the video. OpenCV will be used for video frame manipulation and to apply the YOLO model.
Get Positional Information of Each Boxer
Once the boxers are detected, extract their positional information (bounding box coordinates: x, y, width, height) in each frame. This data can be used to track their movements across the video.`
Type of PR
[ ] Bug fix
[ x] Feature enhancement
[ ] Documentation update
[ ] Other (specify): ___
Screenshots / videos (if applicable)
Checklist:
[x ] I have performed a self-review of my code
[x ] I have read and followed the Contribution Guidelines.
[x ] I have tested the changes thoroughly before submitting this pull request.
[x ] I have provided relevant issue numbers, screenshots, and videos after making the changes.
[x ] I have commented my code, particularly in hard-to-understand areas.
Additional context:
[Include any additional information or context that might be helpful for reviewers.]
Related Issue
Real time Boxers Detection.
NOTE: Kindly write in the following format -
Closes #107
Description
Detect and Track the Boxers using YOLO and OpenCV Utilize YOLO for object detection in combination with OpenCV to process the video. YOLO is a fast object detection algorithm that can accurately identify the boxers in the frames of the video. OpenCV will be used for video frame manipulation and to apply the YOLO model. Get Positional Information of Each Boxer Once the boxers are detected, extract their positional information (bounding box coordinates: x, y, width, height) in each frame. This data can be used to track their movements across the video.`
Type of PR
Screenshots / videos (if applicable)
Checklist:
Additional context:
[Include any additional information or context that might be helpful for reviewers.]