Dataset Versions

v7

2023-10-17 6:31pm

Generated on Oct 17, 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 89%
1139Images
Valid Set 11%
148Images
Test Set %
0Images

Preprocessing

Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Bounding Box: Rotation: Between -12° and +12°
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -20% and +20%

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