Dataset Versions

v47

2024-10-27 7:06pm

Generated on Oct 27, 2024

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 87%
1023Images
Valid Set 9%
105Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit within 256x256

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Brightness: Between -25% and +25%
Blur: Up to 1px

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