Dataset Versions

v7

2021-10-22 12:03pm

Generated on Oct 22, 2021

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 81%
12429Images
Valid Set 12%
1805Images
Test Set 8%
1181Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal

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