Dataset Versions

v16

2023-09-23 9:02pm

Generated on Sep 23, 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.
Other Formats
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Dataset Split

Train Set 94%
6802Images
Valid Set 4%
282Images
Test Set 2%
144Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 17 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 1.5px

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