Basketball

Basketball Labeling

Object Detection

Basketball Labeling Image Dataset

v4

2022-08-22 3:27pm

Generated on Aug 22, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
1167Images
Valid Set 8%
109Images
Test Set 4%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 0.75px
Bounding Box: Flip: Horizontal, Vertical