Jack

gv4goalsfork

Object Detection

gv4goalsfork Image Dataset

v6

2023-11-29 12:21pm

Generated on Nov 29, 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.
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Dataset Split

Train Set 88%
1095Images
Valid Set 8%
104Images
Test Set 4%
52Images

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%
Noise: Up to 1% of pixels
Cutout: 7 boxes with 2% size each