Dataset Versions

v2

640x416

Generated on Mar 16, 2022

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%
678Images
Valid Set 8%
63Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Blur: Up to 0.25px
Noise: Up to 1% of pixels