Dataset Versions
Versions
v1
2023-12-15 8:50am
Generated on
Dec 15, 2023
2806 Total Images
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Dataset Split
Train
Set
88%
2457Images
Valid
Set
8%
230Images
Test
Set
4%
119Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Auto-Adjust Contrast:
Using Contrast Stretching
Grayscale:
Applied
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Rotation:
Between -15° and +15°
Shear:
±15° Horizontal, ±15° Vertical
Noise:
Up to 4% of pixels