Dataset Versions

v2

2023-10-31 4:02pm

Generated on Oct 31, 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 86%
2806Images
Valid Set 7%
243Images
Test Set 7%
230Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 164 remapped, 56 dropped

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%

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