Update README.md

Author: RaivoKoot

README.md

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-[![Documentation Status](https://readthedocs.org/projects/video-dataset-loading-pytorch/badge/?version=latest)](https://video-dataset-loading-pytorch.readthedocs.io/en/latest/?badge=latest)
+[![Documentation Status](https://readthedocs.org/projects/video-dataset-loading-pytorch/badge/?version=latest)](https://video-dataset-loading-pytorch.readthedocs.io/en/latest/?badge=latest)  
 # Efficient Video Dataset Loading, Preprocessing, and Augmentation
 Author: [Raivo Koot](https://github.com/RaivoKoot)  
+[Read the Docs: Video-Dataset-Loading-Pytorch](https://video-dataset-loading-pytorch.readthedocs.io/en/latest/VideoDataset.html)  
 
 If you are completely unfamiliar with loading datasets in PyTorch using `torch.utils.data.Dataset` and `torch.utils.data.DataLoader`, I recommend
 getting familiar with these first through [this](https://pytorch.org/tutorials/beginner/data_loading_tutorial.html) or