Benedick Asdyo

WIDER FACE 3000

Object Detection

WIDER FACE 3000 Image Dataset

v6

2023-01-19 6:12pm

Generated on Jan 19, 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.
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Dataset Split

Train Set 47%
5400Images
Valid Set 3%
300Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 320x320
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Crop: 50% Minimum Zoom, 50% Maximum Zoom