v1

2024-06-17 6:45pm

Generated on Jun 17, 2024

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 98%
275Images
Valid Set 1%
3Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Grayscale: Apply to 24% of images
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -19% and +19%
Exposure: Between -15% and +15%
Blur: Up to 1.8px
Noise: Up to 0.85% of pixels
co
lor
3079 images
scorecard-full_score-score
5977 images
ball-player-ref
1451 images