ASL

NO ENTRY

Object Detection

NO ENTRY Image Dataset

v1

2022-12-14 5:54pm

Generated on Dec 14, 2022

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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 87%
144Images
Valid Set 8%
13Images
Test Set 5%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -22° and +22°
Blur: Up to 8.5px
Noise: Up to 10% of pixels
new
new
red
26 images
stopsign
50 images
trafik
169 images
traffic-signs
163 images
TSSSS
835 images