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Pytorch: Advanced CV Deep Learning, DeepFake,GAN,VAE + MORE

 

Pytorch: Advanced CV Deep Learning, DeepFake,GAN,VAE + MORE Pytorch : Advanced Computer Vision Deep unsupervised Learning, Data Aug, DeepFake, VAE, GAN in Pytorch & Numpy 

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What you'll learn

  • Deep Unsupervised Visual Representation Learning Techniques
  • Deep Learning in Unsupervised manner
  • Computer Vision
  • Basics of Pytorch & Numpy
  • Awesome SOTA Data Augmentation techniques in pytorch
  • Various properties of Softmax and CrossEntropy in Numpy & Pytorch
  • SimCLR (Simple Contrastive Learning), Supervised contrastive learning
  • Non Parametric Instance Level Learning, PEARL
  • Image Search and Cluster Search
  • Faiss Search
  • noise contrastive estimator
  • SOTA papers like RandAug, JigSaw, PEARL, SimCLR, SupCon and many more..
  • Similarity metric like Cosine euclidean in Pytorch
  • DeepFake, GANN, Variational Autoencoders (VAE)

Requirements

  • Desire to learn something awesome and new!

Description

Published in  2021: Alpha Release

Coming soon:

  • DeepFake
  • VAE
  • Controlled VAE
  • FaceSwap
  • GAN

You can take this course risk-free and if you don't like it, you can get a refund anytime in the first 30 days!

Welcome to the Advanced Computer Vision Deep unsupervised Learning, Data Aug, DeepFake, VAE, GAN in Pytorch & Numpy

This course is divided into 2 parts:

Deep Unsupervised Visual Representation Learning, Unsupervised computer vision in deep learning, Generative Computer vision is very niche skill and it is being heavily used in production by AI superstar companies like Google, Amazon, Facebook, as a matter of fact lots of ideas we will talk about. In this course are being used to build SOTA products like Shop the Look or Face Search, Speech to emotion detection.

To learn Deep Learning and Deep Unsupervised Visual Representation learning,  Generative deep learning, step-by-step, you have come to the right place!

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Deep Learning is Easy to learn, if you know basic Math and can code..

Thanks to my several years of experience in Deep Learning, I wanted to make Deep Learning both discriminative and generative to everyone.

We'll take a step-by-step approach to learn all the fundamentals of Unsupervised Visual Representation learning.

View Link  >  Pytorch: Advanced CV Deep Learning, DeepFake,GAN,VAE + MORE

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