Dataset Versions

v8

2023-11-05 12:08pm

Generated on Nov 5, 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 88%
3522Images
Valid Set 4%
161Images
Test Set 8%
340Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 10 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -20% and +20%
Blur: Up to 2px

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