dataclass Image Dataset
Versions
v1
2023-09-23 5:51pm
Generated on Sep 23, 2023
1785 Total Images
View All Images
Dataset Split
Train Set 87%
1560Images
Valid Set 8%
150Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
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