Dataset Versions

v8

2023-08-02 1:07pm

Generated on Aug 2, 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 86%
104Images
Valid Set 9%
11Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Hue: Between -25° and +25°