yusuf+final_no_aug Computer Vision Dataset

byTom HartmannTask:
Object Detection
License:Public Domain14 views
Versions
Dataset Version
v2

multi-aug

Generated on Aug 19, 2021

Dataset Split

Train Set 88%
2643Images
Valid Set 8%
253Images
Test Set 4%
124Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 5% of pixels

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