Personal GameTL

BasketBall Tracker

Instance Segmentation

BasketBall Tracker Image Dataset

v3

w-preprocessing

Generated on Mar 14, 2023

Dataset Split

Train Set 94%
75Images
Valid Set 3%
2Images
Test Set 4%
3Images

Preprocessing

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -50% and +50%
Noise: Up to 10% of pixels
Cutout: 3 boxes with 15% size each
Bounding Box: Exposure: Between -28% and +28%
bbgame2
1898 images
bbgame3
1898 images
bb
366 images
basketball-People-rim
2905 images