Dataset Versions

v27

2023-08-28 2:18pm

Generated on Aug 28, 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.
Other Formats
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Dataset Split

Train Set 95%
255Images
Valid Set 3%
7Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 540x540

Augmentations

Outputs per training example: 5
Flip: Horizontal
Hue: Between -13° and +13°
Saturation: Between -8% and +8%
Brightness: Between -13% and +13%
Exposure: Between -12% and +12%
Blur: Up to 0.75px
Noise: Up to 3% of pixels