Dataset Versions

v8

2023-07-26 2:17pm

Generated on Jul 26, 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 82%
2814Images
Valid Set 12%
427Images
Test Set 6%
194Images

Preprocessing

Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-76% Vertical Region
Resize: Fill (with center crop) in 450x400

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal

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