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A deep learning approach to remove background & adding new background image

Python 88.81% JavaScript 4.57% HTML 6.62%
python computer-vision opencv background-removal webcam

modnet-bgremover's Issues

Removing white Background

Hi,
I am using the code to remove a white background from the image but the results are not as expected. Any ideas on how to make it work. Attaching the result.

Resulant image
0001

Original image
0001

CUDA error: no kernel image is available for execution on the device

I've installed BGRemover to Linux. I had some problems with torchvision version, because pip did not understand requirements.txt for some reason.

I have the following packages installed

Package Version


numpy 1.24.1
opencv-python 4.5.1.48
Pillow 6.2.2
pip 22.3.1
setuptools 65.6.3
six 1.16.0
torch 1.7.1
torchvision 0.2.2.post3
typing_extensions 4.4.0

When I run python inference.py --image

I get "Erro happend CUDA error: no kernel image is available for execution on the device"

So, should I modify torchvision version, install some additional pip package, both or something else?

ask about image transparent

Hello, I want to ask. how to make background image transparent? i need transparent background image png. Thank You

White lines surrounding the images

Hello, I ran your model but i see some white lines surrounding my object. Do you have any idea how to make those white lines disappear?

Quality Output Image

Hello, I want ask. I need to change resolution image because i want
use image to print. can you help me? Thank you

Request: passing webcam to video device.

Thank you for the good work. It gives excellent results when cropping heads, even with curly hair.

But unfortunately the result cannot be used as a device with the webcam option. It would be nice if such an output would be added to the script.

Unfortunately, I have no idea about programming, but I imagine to forward the signal to v4linux or OBS.

Transparent output

Can the output be the video with transparent background and no image?

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