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plemeri / transparent-background

This is a background removing tool powered by InSPyReNet (ACCV 2022)
MIT License
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Issues with few images, humans are getting cut #47

Closed Satyaexp closed 10 months ago

Satyaexp commented 10 months ago

i have a few images where humans are getting cut, the accuracy of the other images that i have tested are perfect, i tested over 600000 images and out of which 10 images are creating an issue. can you help me fix this. i really want to continue using your model please help me sort this issue... attached images with issues

https://github.com/plemeri/transparent-background/files/13944242/issue.zip

plemeri commented 10 months ago

Try using --jit --mode base-nightly options. This will not solve the problem 100% but generates better results. Please wait for the first 30 seconds for model conversion for the first execution of --jit option.

Satyaexp commented 10 months ago

thanks will try

Satyaexp commented 10 months ago

I tested it, as mentioned its not 100 percent but better then the earlier one. do you have any suggestion to make it perfect. also is there any issue with the images and the way they are shot. Any help to resolve this is highly appreciated. Willing to also engage professionally....

plemeri commented 10 months ago

Sure thing. First, you need more simple background. Our model could struggle generating good quality masks when there are other objects in the background. Second, since your concern is to generate human mask, try removing objects like baby trolley. Let kids stand up by themselves. Lastly, try finetuning the model with human annotations only. I recommend making dataset with multiple people in the single image frame. You can train your model from our original repository InSPyReNet

plemeri commented 10 months ago

Closing due to inactivity. Please open another issue if problem persists.