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


Pytorch: Advanced CV Deep Learning, DeepFake,GAN,VAE + MORE | Udemy
English | Size: 1.37 GB
Genre: eLearning

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)

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.

At the end of this course, you’ll be productive and you’ll know the following:

First Part

Unsupervised Visual Representation learning

Numpy

pytorch

pytorch Tensor API

pytorch Tensor Manipulation

pytorch Autograds and gradients

pytorch Vision training pipeline

torchvision pretrained model load

Image Search

Cluster Search

Faiss Search

PEARL

NPILD

JigSaw

SimCLR

SupCon

Second Part

Generative Models

DeepFake

VAE

GAN

DeepFake Detection

Who this course is for:
Developer who are interested in building AI/Deep Learning products
Architects who are interested in building AI//Deep Learning products
Developer and AI Developer who are interested in Data Augmentation Technique
Developer and AI Developer who are interested in Computer Vision, Deep Learning, Deep Unsupervised Learning

nitro.download/view/DC7BB910A30FC47/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part1.rar
nitro.download/view/390D202A8F9C62E/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part2.rar
nitro.download/view/E84C86EFA33A430/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part3.rar
nitro.download/view/6C0AFBAC1AE0533/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part4.rar

rapidgator.net/file/b3ab7a48e43c62bf5aaec80803ede8c5/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part1.rar.html
rapidgator.net/file/e09276fc2e8f75c9c2bc5f7eb6cfd19c/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part2.rar.html
rapidgator.net/file/254b83cadac34e63f3747aefaf1ce1cb/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part3.rar.html
rapidgator.net/file/f4f872dda4ef95935d229a46ae89d57d/Pytorch-Advanced-Deep-Learning-Computer-Vision-DataAug.part4.rar.html

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