partssegmentation Computer Vision Model

byVeractDevTask:
Instance Segmentation
License:CC BY 4.023 views7 downloads
Versions
Dataset Version
v3

2023-08-29 7:13pm

Generated on Aug 29, 2023

Some images failed during generation

1685 images (65%) failed to generate. The result of this training run may be different from others. We recommend regenerating the version and contact support if the issue persists.

Dataset Split

Train Set 95%
2382Images
Valid Set 3%
79Images
Test Set 2%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -39° and +39°
Grayscale: Apply to 73% of images
Hue: Between -115° and +115°
Saturation: Between -50% and +50%
Brightness: Between -35% and +35%
Exposure: Between -47% and +47%
Blur: Up to 4.25px
Noise: Up to 6% of pixels
Cutout: 9 boxes with 9% size each
Mosaic: Applied

Similar Projects

See More