Dataset Versions

v3

2023-11-23 10:57am

Generated on Nov 23, 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 93%
4950Images
Valid Set 6%
300Images
Test Set 1%
50Images

Preprocessing

Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 18% Minimum Zoom, 56% Maximum Zoom
Saturation: Between -54% and +54%
Brightness: Between -39% and +39%

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