Dataset Versions

v21

2023-04-05 4:02pm

Generated on Apr 5, 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 70%
5334Images
Valid Set 20%
1544Images
Test Set 10%
768Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Blur: Up to 1.25px