new-workspace-ci4mn

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Object Detection

All Image Dataset

v5

2021-12-16 10:12am

Generated on Dec 16, 2021

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 88%
5726Images
Valid Set 12%
764Images
Test Set 1%
54Images

Preprocessing

Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%