bosszbo

human

Object Detection

human Image Dataset

v5

2023-02-22 8:06pm

Generated on Feb 22, 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
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Dataset Split

Train Set 89%
255Images
Valid Set 7%
19Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Dress-code-inSuranaree-Universi
475 images
Dress-code-in-Suranaree-Universi
426 images
For-Train-Human-Detection
1003 images