KLK Computer Vision Dataset

byendysTask:
Object Detection
License:CC BY 4.0162 views2 downloads
Dataset Version
v6

2024-10-01 12:50pm

Generated on Oct 1, 2024

Dataset Split

Train Set 88%
5718Images
Valid Set 8%
543Images
Test Set 4%
269Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±5° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 1.33% of pixels

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