Dataset Versions

v14

2023-05-19 10:48am

Generated on May 19, 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 77%
111Images
Valid Set 10%
14Images
Test Set 14%
20Images

Preprocessing

Resize: Stretch to 800x800
Modify Classes: 4 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -25° and +25°
Brightness: Between -23% and +23%
Blur: Up to 0.75px