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Saturday, October 29, 2022

News : PyTorch 1.13 new release.

We are excited to announce the release of PyTorch® 1.13 (release note)! This includes Stable versions of BetterTransformer. We deprecated CUDA 10.2 and 11.3 and completed migration of CUDA 11.6 and 11.7. Beta includes improved support for Apple M1 chips and functorch, a library that offers composable vmap (vectorization) and autodiff transforms, being included in-tree with the PyTorch release. This release is composed of over 3,749 commits and 467 contributors since 1.12.1. We want to sincerely thank our dedicated community for your contributions.
You can find more on the official website.

Friday, October 7, 2022

Python 3.10.7 : Rembg for remove background.

Rembg is a tool to remove images background and the project can be found on the GitHub webpage.
Create a python file named remove_background.py.
Install using the pip tool.
pip install rembg
Collecting rembg
  Downloading rembg-2.0.25-py3-none-any.whl (12 kB)
Add this source code and the input001.png image for procesing in the same folder with the python script.
from rembg import remove 
from PIL import Image 
input_path = 'input001.png'
output_path = 'output001.png'
input = Image.open(input_path)
output = remove(input)
output.save(output_path)
Run the python script and if you see this error:
python remove_background.py
Access denied with the following error:

        Too many users have viewed or downloaded this file recently. Please
        try accessing the file again later. If the file you are trying to
        access is particularly large or is shared with many people, it may
        take up to 24 hours to be able to view or download the file. If you
        still can't access a file after 24 hours, contact your domain
        administrator.

You may still be able to access the file from the browser:

         https://drive.google.com/uc?id=1tCU5MM1LhRgGou5OpmpjBQbSrYIUoYab
         ...
... then copy the u2net.onnx file into this path:
C:\Users\your_user\.u2net\
After I copy the file I run again the python script and this is the result.