Dataset Versions

v3

2022-07-10 3:38pm

Generated on Jul 10, 2022

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 96%
535Images
Valid Set 2%
10Images
Test Set 2%
10Images

Preprocessing

Resize: Stretch to 224x224
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -50% and +50%

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