Dataset Versions

v6

2023-08-25 11:43am

Generated on Aug 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 92%
1035Images
Valid Set 8%
85Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 1px

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