Jack

gv4goalsfork

Object Detection

gv4goalsfork Image Dataset

v9

2023-12-03 8:40pm

Generated on Dec 3, 2023

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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 88%
1449Images
Valid Set 8%
137Images
Test Set 4%
69Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±7° Horizontal, ±7° Vertical
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 1% of pixels
Cutout: 7 boxes with 2% size each