Dataset Versions

v11

2022-11-15 3:16pm

Generated on Nov 15, 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%
2358Images
Valid Set 8%
221Images
Test Set 4%
120Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 5% Minimum Zoom, 10% Maximum Zoom
Grayscale: Apply to 10% of images
Bounding Box: Rotation: Between -1° and +1°
Bounding Box: Shear: ±1° Horizontal, ±1° Vertical

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