Dataset Versions

v11

2023-02-25 5:26pm

Generated on Feb 25, 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 79%
1758Images
Valid Set 10%
228Images
Test Set 10%
226Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -180° and +180°
Saturation: Between -82% and +82%
Blur: Up to 1px
Noise: Up to 5% of pixels

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1.9k images