Snooker Score Counting using Computer Vision |
This project implements a snooker score counting system using the YOLOv8 object detection model. The system processes a video of a snooker game, detects balls, and calculates the score dynamically based on the color of the balls that cross a user-defined line. The program also saves the processed video with bounding boxes, the score, and the detected ball colors.
✨Features
✔Dynamic Line Drawing
The user can draw a line on the video by clicking two points on the frame.
The program waits for the user to define the line before starting the detection and scoring process.
✔Object Detection
YOLOv8 is used to detect snooker balls in the video.
Bounding boxes and labels are drawn around detected objects.
✔Score Calculation
The score is calculated based on the color of the ball that crosses the user-defined line:
🔹Red: 1 point
🔹Yellow: 2 points
🔹Green: 3 points
🔹Brown: 4 points
🔹Blue: 5 points
🔹Pink: 6 points
🔹Black: 7 points
The color of the ball and the updated score are displayed on the video.
✔Video Output
The processed video is saved as output.mp4 with bounding boxes, the user-defined line, and the score.
✔Real-Time Display
The video is displayed in real-time with all the visual elements (line, bounding boxes, score, and ball color).