search_global Image Dataset
Versions
v1
2024-05-03 5:49pm
Generated on May 3, 2024
20226 Total Images
View All ImagesDataset Split
Train Set 88%
17739Images
Valid Set 8%
1661Images
Test Set 4%
826Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
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