Image Generation using GANs | Deep Learning with PyTorch (6/6)

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Code and Resources:

Topics covered in this video:
⌨️ Generative modelling and applications of GANs
⌨️ Training generator and discriminator networks
⌨️ Generating fake digits & anime faces with GANs

Deep Learning with PyTorch: Zero to GANs is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework.

This course is taught by Aakash N S, co-founder & CEO of Jovian - a platform for sharing, showcasing and collaborating on data science projects online.

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#DeepLearning #ResNets #PyTorch #MachineLearning #ArtificialIntelligence #DataScience

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Fantastic courses, I followed all the lessons from 1 to 6.
I also really like the way you explain things, from the concept, program, function explanation, coding structures, etc.
It's easy to follow and understand. Thanks a lot man, this really helps me a ton!! 👍👍

IndrainKorea

Best free playlist on YouTube for Deep Learning with Pytorch for beginners. I wish I could find your channel earlier. Time to try your NLP playlist and then Data Science Playlist too!

Stefan_

Had to comment, man love the work! I got a habit of reading blogs and research papers and awesome job overall. Looking forward to more such courses in the future

aflah

Probably one of the best videos I've seen on training GANs ❤ Keep up the good work and I hope to see more videos from you guys in the future!

anonymousperson

Thank You Very much Aakash Bhai, good knowledge great efforts selfless service! I wish, you get millions of subscribers and great communities of programmers out of Bharat.

coding

Thank you very much for the course @Jovian @aakashns /bow =)

polarfoxbrrr

Is it enough to learn basics of GAN or do I need to learn more?? And can you share some sources

nayansaxena

thankyou for this wonderful explanation

shaktitpID

Hi, thanks for the video. Quick question: in the custom dataset class, in the getitem method, why do we use the transforms? Is it because when we iterate over batches in the training, internally the getitem is invoked, so we want the images that we get to be transformed?

edit: The mentioned class is at 1:33:03. Thanks!

canernm

Hey Aakash, Thanks for this course. I have completed zero to pandas and zero to gbms as well prior to this one along with a couple of projects for all three of them. Can you guide me to the next series of courses/skills I should be doing/learning for a career in data analytics? (Other than your Bootcamp) I will be grateful

sfnoorullah

Thank you man! Thank you for your help

shubhamvishwakarma

I want to generate bank document data that can have tabular data as well as form data through GAN. What strategy can I follow for data preparation and in what format should I send the send the input to the generator so that it can generate accuarate images with correct textual information.

AishaMehra-vw

can anyone tell me about the hardware requirements for text to image generation using GAN project

zzzz-bfqc

i need each generated image individually in a file, how to do that ? ... i do not want the generated images as a batch image.... please help.

adarshkushwaha

in this project can we useany dataset?

chetansinghrawat

sir in this code is used for synthetic image generation using conditional GAN

rohithbalan

Can you please share the direct link of Layer visualization lessons of your channel.
Thank you so much for the tutorial.

kanzaAali

Can i generate frontal face of human by folllowing this code?

fahadulislam

Great work thank you. But what if my dataset is small (around 5k), will the anime code work for me?

ameeraali

i am trying to run the code in pycharm so how to load the images locally

utkarshjyani

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