Dataset Versions

v7

2023-10-14 12:39pm

Generated on Oct 14, 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 88%
684Images
Valid Set 8%
63Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -29° and +29°
Grayscale: Apply to 25% of images
Brightness: Between -9% and +9%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each