Dataset Versions

v13

2022-08-02 2:13pm

Generated on Aug 2, 2022

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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 83%
474Images
Valid Set 16%
89Images
Test Set 2%
9Images

Preprocessing

Resize: Fill (with center crop) in 416x416
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Bounding Box: Crop: 0% Minimum Zoom, 21% Maximum Zoom

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