Dataset Versions

v2

2023-06-27 5:02pm

Generated on Jun 27, 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 92%
4350Images
Valid Set 4%
190Images
Test Set 4%
204Images

Preprocessing

Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%

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