| # Installation |
|
|
| Before you start, you'll need to setup your environment and install the appropriate packages. `timm` is tested on **Python 3+**. |
|
|
| ## Virtual Environment |
|
|
| You should install `timm` in a [virtual environment](https://docs.python.org/3/library/venv.html) to keep things tidy and avoid dependency conflicts. |
|
|
| 1. Create and navigate to your project directory: |
|
|
| ```bash |
| mkdir ~/my-project |
| cd ~/my-project |
| ``` |
|
|
| 2. Start a virtual environment inside your directory: |
|
|
| ```bash |
| python -m venv .env |
| ``` |
|
|
| 3. Activate and deactivate the virtual environment with the following commands: |
|
|
| ```bash |
| # Activate the virtual environment |
| source .env/bin/activate |
| |
| # Deactivate the virtual environment |
| source .env/bin/deactivate |
| ``` |
|
|
| Once you've created your virtual environment, you can install `timm` in it. |
|
|
| ## Using pip |
|
|
| The most straightforward way to install `timm` is with pip: |
|
|
| ```bash |
| pip install timm |
| ``` |
| |
| Alternatively, you can install `timm` from GitHub directly to get the latest, bleeding-edge version: |
|
|
| ```bash |
| pip install git+https://github.com/rwightman/pytorch-image-models.git |
| ``` |
|
|
| Run the following command to check if `timm` has been properly installed: |
|
|
| ```bash |
| python -c "from timm import list_models; print(list_models(pretrained=True)[:5])" |
| ``` |
|
|
| This command lists the first five pretrained models available in `timm` (which are sorted alphebetically). You should see the following output: |
|
|
| ```python |
| ['adv_inception_v3', 'bat_resnext26ts', 'beit_base_patch16_224', 'beit_base_patch16_224_in22k', 'beit_base_patch16_384'] |
| ``` |
|
|
| ## From Source |
|
|
| Building `timm` from source lets you make changes to the code base. To install from the source, clone the repository and install with the following commands: |
|
|
| ```bash |
| git clone https://github.com/rwightman/pytorch-image-models.git |
| cd pytorch-image-models |
| pip install -e . |
| ``` |
| |
| Again, you can check if `timm` was properly installed with the following command: |
|
|
| ```bash |
| python -c "from timm import list_models; print(list_models(pretrained=True)[:5])" |
| ``` |
|
|