Exploiting Augmentation for Implementing a Autoencoders Using opencv, machine learning,deep learning

2019-2020 tavasz

Nincs megadva

Téma leírása

Nowadays, Deep Learning Neural Networks. Autoencoder s are generative models.

The major problem is how to generate the related volume of raw data. In the process of research, we are looking forward to providing expert advice, software, and libraries in augmenting the image dataset.

After examining and researching the following fields  :

When used in autoencoders, the utility of our software will help to improve the quality of the image reconstruction. That's why we have to be a generative model.

Preferred development environment

Python for Neural networks (Keras, Pandas)

https://github.com/mdbloice/Augmentor

https://www.youtube.com/watch?v=mljRx81K1gY

https://www.youtube.com/watch?v=JI8saFjK84o

https://www.youtube.com/watch?v=-u8Mi57BDIY

https://www.youtube.com/watch?v=yYqAvlkRwUQ

https://www.youtube.com/watch?v=-u8Mi57BDIY


Feltételek

  • gépi tanulás, machine learning, deep learning, GAN,

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