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TestProj

Object Detection

TestProj Image Dataset

v3

2022-05-14 2:47am

Generated on May 13, 2022

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 82%
718Images
Valid Set 11%
101Images
Test Set 7%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 33 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Cutout: 6 boxes with 18% size each