Dataset Versions

v2

2023-04-20 12:58pm

Generated on Apr 20, 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.
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Dataset Split

Train Set 93%
3864Images
Valid Set 7%
300Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 22-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 9 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -22° and +22°
Shear: ±22° Horizontal, ±23° Vertical

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