face Dataset

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2022-04-27 7:59pm
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2022-04-27 7:33pm
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2022-04-27 6:42pm
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2022-04-27 7:59pm

Generated on Apr 27, 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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1402 Total Images

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Dataset Split

Train Set 92%
1290Images
Valid Set 4%
57Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -7% and +7%
Brightness: Between -15% and +15%
Exposure: Between -7% and +7%
Blur: Up to 0.25px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -5° and +5°