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TrafficSignalsMobileNetV2

Classification

TrafficSignalsMobileNetV2 Image Dataset

Versions
2022-07-20 3:58pm
v4
Jul 20, 2022
DatasetMobileNet2
v3
Jul 12, 2022
DatasetMobileNet1
v2
Jun 22, 2022
v4

2022-07-20 3:58pm

Generated on Jul 20, 2022
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6001 Total Images

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Dataset Split

Train Set 83%
4985Images
Valid Set 8%
508Images
Test Set 8%
508Images

Preprocessing

Resize: Stretch to 28x28

Augmentations

Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical