Dataset Versions

v11

Checkpoint-2

Generated on Jul 20, 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.
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Dataset Split

Train Set 93%
2013Images
Valid Set 5%
114Images
Test Set 2%
45Images

Preprocessing

Resize: Fill (with center crop) in 800x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -6° and +6°
Saturation: Between -28% and +28%
Brightness: Between -24% and +24%
Blur: Up to 1.8px

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