MEng Thesis

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LED Signal Detection_v3

Classification

LED Signal Detection_v3 Image Dataset

Try Pre-Trained Model
Versions
On_Off_v4
v4
Apr 23, 2023
On_Off_v3
v3
Apr 11, 2023
On_Off_v2
v2
Apr 10, 2023
On-Off_v1
v1
Apr 7, 2023
v3

On_Off_v3

Generated on Apr 11, 2023
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1389 Total Images

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Dataset Split

Train Set 87%
1213Images
Valid Set 8%
116Images
Test Set 4%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Blur: Up to 1px