Dataset Versions

v18

2023-01-17 5:04pm

Generated on Jan 18, 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 90%
2440Images
Valid Set 7%
185Images
Test Set 3%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 4
Rotation: Between -9° and +9°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1% of pixels

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