Sneaker Dataset

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Versions
2023-09-21 9:56pm
v3
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9 months ago
2023-09-21 6:50pm
v2
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9 months ago
2023-09-20 12:44am
v1
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9 months ago
v3

2023-09-21 9:56pm

Generated on Sep 21, 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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595 Total Images

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Dataset Split

Train Set 82%
490Images
Valid Set 9%
55Images
Test Set 8%
50Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels