Use the Sam2 Meta segmentation model to get the object of interest and save this as image.

To setup your environment, you need create a python venv and activate it with: For Windows PowerShell:

python -m venv .venv
.\venv\Scripts\activate.ps1
pip install -r .\requirements.txt

For Windows CMD:

python -m venv .venv
.venv\Scripts\activate.bat
pip install -r requirements.txt

After that, you need the model weight that is available in the Sam2 Github Repo and to complete this part, you need the model configuration files. You can't simple copy the configuration file to your work dir, you should copy the entire config folder. To do so, you have might installed the dependencies in your python venv (and the sam2 dependence is in this file) so, copy the config folder in this path: .venv\Lib\site-packages\sam2\configs to your root work directory.

With this, your setup is now configured.