LED_DISPLAY_BD Dataset

v1

2023-08-30 4:27pm

Generated on Aug 30, 2023

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Dataset Split

Train Set 79%
768Images
Valid Set 14%
135Images
Test Set 8%
75Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels

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