The advancement of technology has brought us to a stage where a machine can be enabled to mimic human behaviour. With deep learning in place, we can achieve this goal in the easiest possible manner. Deep learning has numerous applications in almost every sector that one can think of. That being said, let us have a look at the top 10 amazing open-source deep learning projects to know.
How about an open-source deep learning project which takes 5 seconds of someone's voice and clones it? Interesting, right? This project allows you to make voice commands using someone else's voice. Though this project is still in the early stage of deployment, we can expect it to become live anytime soon.
No wonder, cancer is one of the scariest diseases. Lung cancer is one type that is a little difficult and complex to identify and as a result, either cancer is diagnosed too late or not recognized at all. However, with deep learning in place, the doctors can now analyse the CT scans of lungs more efficiently. This further helps in taking necessary steps before the situation worsens to the extent that nothing can be done.
This is an interesting deep learning project introduced by Facebook. This project is designed to be adjustable in order to support the agile implementation and evaluation of novel research. Well, one cannot deny the fact that this project is one of a kind.
One term that has been doing rounds for quite some time now is that of – "deepfakes". With deepfake technology, one can imitate the work and characteristics of real human faces. All in all, this open-source deep learning project enables you to copy someone's face and place it over someone else's face.
This is a unique deep learning project that helps in predicting the visual content of an image outside of its boundary. The project is so unique that it has managed to grab eyeballs from every corner of the world in no time.
Waveglow is yet another interesting deep learning project aimed at providing quick, efficient, and effective audio synthesis without using autoregression. It is a flow-based generative network for speech synthesis which is powered by Nvidia. The project is unique in every possible way.
How about creating detailed images from tiny pixelated source images? Well, that is Neural Enhance for you. Not only can you train a neural network to zoom in to images at 2x but also for 4x.
This is probably one of the most unique, interesting, and amazing deep learning projects that you might ever come across. This project literally allows you to have a mock conversation with your favourite flower or plant. How cool is that? This deep learning project created by the Google Cloud Platform lets you experience what your plants and flowers would say to you if they could talk.
The name gives an idea of what the project could be all about. Well, it is used to mimic humanoid figures to reproduce dynamic physical gestures learned from motion capture data from a human subject. Evidently enough, this open-source deep learning project is heavily used in the animation industry.
FastText is yet another innovative step taken by Facebook. This deep learning project allows users to efficiently learn word representation and text classification. Simply put, FastText is an excellent source of knowledge for the ones interested in learning NLP.
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