Dataset Versions

v1

2023-11-30 12:53pm

Generated on Nov 30, 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 83%
4996Images
Valid Set 8%
503Images
Test Set 8%
501Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Cutout: 10 boxes with 15% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -25% and +25%