Kent

FaceRecognized

Object Detection

FaceRecognized Image Dataset

v3

2022-11-29 12:11am

Generated on Nov 28, 2022

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 82%
60Images
Valid Set 12%
9Images
Test Set 5%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 33% Maximum Zoom
Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%