Dataset Versions

v12

2023-11-05 4:23pm

Generated on Nov 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.
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Dataset Split

Train Set 80%
9245Images
Valid Set 17%
2004Images
Test Set 2%
245Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 256x256
Modify Classes: 27 remapped, 8 dropped

Augmentations

No augmentations were applied.

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