Nguyen Hien

face_recog

Object Detection

face_recog Image Dataset

v4

2023-08-07 8:03am

Generated on Aug 7, 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 88%
15881Images
Valid Set 9%
1544Images
Test Set 4%
633Images

Preprocessing

Resize: Stretch to 800x800
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
ocr
face
5275 images
Posture-in-front-of-computer
9077 images
face-850F
2068 images
face-xAlQ
2068 images