← all work deep-computer-vision

Product matting

Alpha matte extraction for background removal.

Result

The finding

Notes

- U2-Net fine-tuned for 100 epochs with BCE plus soft-dice at 320x320. - Ground-truth mattes are derived by Otsu thresholding with hole filling.

Output

Same subject across the row; each column is the same stage in every project.

Elsewhere

Code and full results on GitHub

Every number is read from the file the run produced. github.com/hammasbuilds · kaggle.com/muhammadhammas13