TRI

Face detection

Object Detection

Face detection Image Dataset

v3

2023-11-23 11:27pm

Generated on Nov 23, 2023

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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 85%
3634Images
Valid Set 12%
517Images
Test Set 3%
139Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Saturation: Between -15% and +15%
Noise: Up to 3% of pixels
son
Face
485 images
face-device-photo
4352 images
face
4668 images
face
8058 images
intruder-8bAQ
2179 images