Dataset Versions

v10

2023-04-10 10:59am

Generated on Apr 10, 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 86%
210Images
Valid Set 7%
16Images
Test Set 7%
17Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 11 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -3% and +3%
Brightness: Between -14% and +14%
Exposure: Between -11% and +11%
Bounding Box: Brightness: Between -3% and +3%

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