SORHIVE

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Object Detection

SORHIVE_Avatar Image Dataset

v3

2022-11-04 4:35pm

Generated on Nov 4, 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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Dataset Split

Train Set 92%
2322Images
Valid Set 8%
199Images
Test Set 0%
10Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -20% and +20%
yes
face-shape-X8bz
4780 images
yes
face-shape-hairstyle-hair-type
5020 images