Dataset Versions

v7

2024-09-17 10:35am

Generated on Sep 17, 2024

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 80%
7945Images
Valid Set 13%
1294Images
Test Set 7%
647Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 10 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal