Dataset Versions

v4

2024-03-21 11:54pm

Generated on Mar 21, 2024

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 95%
22184Images
Valid Set 3%
812Images
Test Set 2%
407Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 4
Crop: 9% Minimum Zoom, 33% Maximum Zoom
Shear: ±26° Horizontal, ±27° Vertical
Brightness: Between -37% and +37%

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