Dataset Versions

v3

2023-01-17 3:59pm

Generated on Jan 17, 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%
183Images
Valid Set 8%
17Images
Test Set 3%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 300x300
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 0.5px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -4° and +4°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%

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