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tuon d284f3ea1f init 11 bulan lalu
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README.md d284f3ea1f init 11 bulan lalu
ppmatting-hrnet_w18-human_1024.yml d284f3ea1f init 11 bulan lalu
ppmatting-hrnet_w18-human_512.yml d284f3ea1f init 11 bulan lalu
ppmatting-hrnet_w48-composition.yml d284f3ea1f init 11 bulan lalu
ppmatting-hrnet_w48-distinctions.yml d284f3ea1f init 11 bulan lalu

README.md

PP-Matting: High-Accuracy Natural Image Matting

Reference

Chen G, Liu Y, Wang J, et al. PP-Matting: High-Accuracy Natural Image Matting[J]. arXiv preprint arXiv:2204.09433, 2022.

Performance

Composition-1k

Model Backbone Resolution Training Iters SAD $\downarrow$ MSE $\downarrow$ Grad $\downarrow$ Conn $\downarrow$ Links
PP-Matting HRNet_W48 512x512 300000 46.22 0.005 22.69 45.40 model

Distinctions-646

Model Backbone Resolution Training Iters SAD $\downarrow$ MSE $\downarrow$ Grad $\downarrow$ Conn $\downarrow$ Links
PP-Matting HRNet_W48 512x512 300000 40.69 0.009 43.91 40.56 model