Dataset Versions

v4

2023-11-06 4:46pm

Generated on Nov 6, 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 98%
6549Images
Valid Set 2%
111Images
Test Set 0%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 256x256
Modify Classes: 7 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical

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