Dataset Versions

v6

tuc onlly front shelf

Generated on Nov 26, 2023

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 85%
261Images
Valid Set 7%
21Images
Test Set 8%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 7 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise
Hue: Between -9° and +9°
Saturation: Between -8% and +8%
Brightness: Between -25% and +25%
Exposure: Between -4% and +4%
Blur: Up to 0.75px
Noise: Up to 2% of pixels

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