Dataset Versions

v6

2023-10-16 11:26pm

Generated on Oct 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.
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Dataset Split

Train Set 87%
234Images
Valid Set 9%
23Images
Test Set 4%
11Images

Preprocessing

Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Shear: ±5° Horizontal, ±30° Vertical

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