Background removal has always been a major problem in the field of image processing. Although existing technologies continue to advance, perfectly removing the background is still full of challenges. Today, the editor of Downcodes will introduce a powerful open source cutout software - RMBG2.0. Its cutout capabilities are comparable to remove.bg, and it is completely free! RMBG2.0 is based on the BiRefNet architecture and has made significant breakthroughs in advanced semantic segmentation and edge detection. It performs particularly well when processing complex backgrounds and hair details, with an accuracy rate of up to 92%.
At present, when it comes to cutting out pictures, the one that really does a better job is remove.bg, which is fast and good at cutting out pictures.
And now, there is finally an open source software with cutout capabilities that are as good as remove . The RMBG2.0 cutout effect recently released by the Bria team is amazing.
Compared with the previous generation product RMBG1.4, the new version has achieved significant improvements in many core areas. RMBG2.0 integrates advanced semantic segmentation , improved edge detection technology, and maintains greater consistency when processing similar images, especially when dealing with complex backgrounds.
This new generation of open source background removal tool based on BiRefNet architecture achieved an astonishing performance of 90.14% in terms of overall success rate. Especially when processing realistic images, its accuracy is as high as 92% .
Even when faced with scenes with complex backgrounds, this tool can still maintain an excellent performance of 87%, demonstrating its strong technical strength.
AIbase uploaded a picture of a red panda and found that RMBG2.0 can cut out this hairy subject very cleanly , and the hair on the edge is clearly visible:
For pictures like this where the characters and background are highly integrated and the edges are difficult to distinguish, it can also easily distinguish the foreground and background and complete high-quality cutouts:
It is also very easy to cut out this kind of anime pictures, especially the hair position is very clean:
The most important thing is that you can directly download large high-definition images for free . Basically, the size of the image you upload will be the same size when downloaded. However, you need to pay to download large high-definition images, and the price is not cheap.
However, compared to remove, the disadvantage of RMBG2.0 is that it does not provide brush smearing or secondary editing functions. This makes it difficult to remove cleanly and edit and modify pictures like this when there are many people in them:
But it is free after all, and the cutout effect of RMBG2.0 is already very good.
This model can be applied in the following scenarios:
E-commerce product visualization
Marketing content automation
Batch image processing
Game asset development
Website construction automation
If you are interested, click here to experience: https://huggingface.co/spaces/briaai/BRIA-RMBG-2.0
Although RMBG2.0 has some shortcomings, such as the lack of secondary editing functions, its cutout effect is quite amazing under the conditions of free and open source. For users who are looking for an efficient and free background removal solution, RMBG2.0 is undoubtedly an excellent choice. Hurry up and experience it!