hair Dataset

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2022-05-10 4:04pm
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2022-05-10 1:28pm
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2022-05-10 11:37am
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2022-05-10 10:26am
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2022-05-09 3:11pm
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v3

2022-05-10 11:37am

Generated on May 10, 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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289 Total Images

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Dataset Split

Train Set 63%
183Images
Valid Set 25%
71Images
Test Set 12%
35Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical