Dataset Versions

v18

2023-08-16 2:51pm

Generated on Aug 16, 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 83%
8118Images
Valid Set 17%
1668Images
Test Set %
0Images

Preprocessing

Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Exposure: Between -18% and +18%