1kelas_smaller Image Dataset
v2
2024-05-26 8:51pm
Generated on May 26, 2024
445 Total Images
View All ImagesDataset Split
Train Set 88%
390Images
Valid Set 8%
36Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
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%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels
Bounding Box: Blur: Up to 2.5px
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