3classVersion1 Computer Vision Dataset

byayesha khatunTask:
Object Detection
License:CC BY 4.01 view
Versions
Dataset Version
v1

2024-01-09 8:41pm

Generated on Jan 9, 2024

Dataset Split

Train Set 96%
2094Images
Valid Set %
0Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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