Dataset Versions

v7

2023-09-02 7:27am

Generated on Sep 2, 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%
1200Images
Valid Set 8%
100Images
Test Set %
0Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px

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