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README.md

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@@ -262,49 +262,22 @@ bioimage.core has to offer:
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## Installation
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### Via Mamba/Conda
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### Via Conda
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The `bioimageio.core` package can be installed from conda-forge via
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```console
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mamba install -c conda-forge bioimageio.core
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conda install -c conda-forge bioimageio.core
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```
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If you do not install any additional deep learning libraries, you will only be able to use general convenience
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functionality, but not any functionality for model prediction.
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To install additional deep learning libraries use:
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functionality, but not any functionality depending on model prediction.
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To install additional deep learning libraries add `pytorch`, `onnxruntime`, `keras` or `tensorflow`.
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- Pytorch/Torchscript:
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CPU installation (if you don't have an nvidia graphics card):
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```console
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mamba install -c pytorch -c conda-forge bioimageio.core pytorch torchvision cpuonly
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```
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GPU installation (for cuda 11.6, please choose the appropriate cuda version for your system):
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```console
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mamba install -c pytorch -c nvidia -c conda-forge bioimageio.core pytorch torchvision pytorch-cuda=11.8
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```
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Note that the pytorch installation instructions may change in the future. For the latest instructions please refer to [pytorch.org](https://pytorch.org/).
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- Tensorflow
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Currently only CPU version supported
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```console
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mamba install -c conda-forge bioimageio.core tensorflow
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```
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- ONNXRuntime
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Currently only cpu version supported
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```console
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mamba install -c conda-forge bioimageio.core onnxruntime
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```
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Deeplearning frameworks to consider installing alongside `bioimageio.core`:
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- [Pytorch/Torchscript](https://pytorch.org/get-started/locally/)
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- [TensorFlow](https://www.tensorflow.org/install)
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- [ONNXRuntime](https://onnxruntime.ai/docs/install/#python-installs)
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### Via pip
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To set up a development conda environment run the following commands:
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```console
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mamba env create -f dev/env.yaml
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mamba activate core
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conda env create -f dev/env.yaml
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conda activate core
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pip install -e . --no-deps
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```
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There are different environment files available that only install tensorflow or pytorch as dependencies.
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There are different environment files available that only install tensorflow or pytorch as dependencies, see [dev folder](https://github.com/bioimage-io/core-bioimage-io-python/tree/main/dev).
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## 💻 Use the Command Line Interface
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