Blacksign

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Object Detection

preload Image Dataset

v15

2023-12-13 12:03am

Generated on Dec 13, 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 92%
693Images
Valid Set 8%
61Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 11 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Noise: Up to 1% of pixels

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