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m-tassano authored May 9, 2020
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Expand Up @@ -18,6 +18,7 @@ You can download several denoised sequences with our algorithm and other methods
## Running Times

FastDVDnet is orders of magnitude faster than other state-of-the-art methods

<img src="https://github.com/m-tassano/fastdvdnet/raw/master/runtimes.png" width=350>

## User Guide
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conda env create -f requirements.yml -n <env_name>
```

* [PyTorch v1.0.0](http://pytorch.org/)
*
* [scikit-image](http://scikit-image.org/)
* [numpy](https://www.numpy.org/)
* [OpenCV](https://pypi.org/project/opencv-python/)
* [tensorboardX](https://github.com/lanpa/tensorboardX/)

Note: this project needs the [NVIDIA DALI](https://github.com/NVIDIA/DALI) package to train. The tested version of DALI is 0.10.0. If you prefer to install it yourself (supposing you have CUDA 10.0), you need to run
Note: this project needs the [NVIDIA DALI](https://github.com/NVIDIA/DALI) package for training. The tested version of DALI is 0.10.0. If you prefer to install it yourself (supposing you have CUDA 10.0), you need to run
```
pip install --extra-index-url https://developer.download.nvidia.com/compute/redist/cuda/10.0 nvidia-dali==0.10.0
```
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