Dataset Versions

v3

2023-11-16 2:40pm

Generated on Nov 16, 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 89%
435Images
Valid Set 9%
43Images
Test Set 3%
13Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -16° and +16°
Saturation: Between -10% and +10%
Exposure: Between -15% and +15%
Blur: Up to 0.25px
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -19% and +19%
Bounding Box: Exposure: Between -15% and +15%

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