v1.1.3

docs: update the documentation

v1.1.0

Basketball Free Throw Phase Detection Model v1.1.0

Overview

The model is trained to recognize the following phases:

• Shot Followthrough
• Shot Position
• Shot Release

What's New in v1.1.0 🚀

• Improved model accuracy with additional training data.
• Enhanced detection performance with YOLOv8m.
• Increased training epochs to 100 for better convergence.

Model Performance

Class	Images	Instances	Precision (P)	Recall (R)	mAP50	mAP50-95
All	335	336	0.91	0.873	0.938	0.842
Shot Followthrough	80	80	0.919	0.887	0.95	0.8
Shot Position	97	98	0.935	0.796	0.928	0.863
Shot Release	158	158	0.875	0.934	0.936	0.863

v1.0.0

Merge pull request #6 from mpJunot/web

update images