probnik Computer Vision Model

byxavierTask:
Object Detection
License:CC BY 4.016 views2 downloads
Dataset Version
v4

2024-06-15 6:07pm

Generated on Jun 15, 2024

Dataset Split

Train Set 88%
840Images
Valid Set 8%
79Images
Test Set 4%
40Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Blur: Up to 2px
Noise: Up to 1.44% of pixels
Bounding Box: Shear: ±19° Horizontal, ±11° Vertical
Bounding Box: Brightness: Between -26% and +26%

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