Dataset Versions

v8

With Augmentation

Generated on Oct 4, 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%
1962Images
Valid Set 5%
114Images
Test Set 3%
57Images

Preprocessing

Resize: Fit within 256x256
Grayscale: Applied

Augmentations

Outputs per training example: 5
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -20% and +20%

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