Session on Generative Adversarial Networks | GANs

Generative Adversarial Networks (GANs) are a class of artificial intelligence algorithms that consist of two neural networks, the generator and the discriminator, which compete against each other. The generator creates new data samples, such as images or text, while the discriminator tries to differentiate between real and generated samples. Through this adversarial process, GANs can generate highly realistic and diverse outputs, making them a powerful tool for generating synthetic data and creating realistic content like images, videos, and text.
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[@dhruvjain2047]

I don't know why your videos receives so less views because your videos deserves highest views among all the ML videos on youtube.Your way of teaching and understanding of topics is to a next level man 🔥.

[@rahulsrivastava4790]

Very True

[@umarkhan-hu7yt]

just because he speaks in native langauge urdu/hindi. If he just change the communication in English the whole world would love to listen him.

[@VishalNaik-gq4vl]

we should like and share bhai's videos , yt algorithm follows this so that bhai's videos will be suggested more

[@balrajprajesh6473]

Still the best video on GAN on internet.

[@malaviyaravi5757]

A Man Who Born With Inbuilt Mathematics
Legendary Machine Learning Teacher

[@sahilbhatt2181]

It’s 2024, and this is still one of the easiest and best explanations, as always. Thank you, sir! I really watched many videos and couldn’t understand anything, but after watching this, I understood all the stuff.

[@rahulkumawat4601]

sir, even after 2 year, this is the best video on GAN

[@Shisuiii69]

1:20:18 first transpose krne se image no# 256 se 128 chale gae but second, third transpose se 128 se km nhi hoa aesa ku Sir?

[@parthivpatel3139]

Sir can you make more deep videos in gans you are really helpful content

[@maaleem90]

what kind of explanation is this . the video is about 2 hours and what does this guy teach in those 2 hours . and all of you guys are liking it . i dont know how are you guys liking it , just liking it , you should be loving it. i think , the easiest explanation one can find on youtube.

[@campusx-official]

Sir... you had me in the first half!!!

[@maaleem90]

@@campusx-official brother, iam way younger than you.
But sir, as I was watching your video, yeh jo aap keh rahe ho " Sonch ke dekho na yaar " , I loved this one brother .

[@saurabhtiwari5731]

@@campusx-official same

[@Aizaz_ali_shah]

suggest me another chanel ? plz

[@maaleem90]

@@Aizaz_ali_shah brother I can help you with explanation if you want there is other way of doing this but same almost

[@lokeshsharma4177]

Thank You Nitish. God Bless. Will we learn how to work using time-series data - like a real project (using voice model etc..)

[@rajshreesrivastava7650]

Hello sir,
Nice explanation sir
Can u plZ tell how we can use gan for data augmentation and deep learning alexnet /resnet-50/ vgg 16 for classification

[@karanhadiyal65]

Best video about GAN on internet !

[@AmarSharma60436]

Make a series on GAN

[@ronylpatil]

Sir please make project based on gan

[@mumbaikachallenge5526]

Ahead of time!

[@DilawarShah-g9f]

Is there any online tool to generate mammograms

[@shivanampalli253]

sir could you share the colab note book!!!

[@RS-vu5um]

Best explanation of GAN.

[@debojitmandal8670]

Sir when u complete ur dl session

[@KK-wk1id]

99% Knowledge
1% *Aawaj aa rahi kya?*

[@naikmatshah2055]

We are developing a web application that will take input from the user and generate a 2D home sketch. So, which artecture/neural network will be used for this? For this project, we have datsets.

[@rishabhvyas4969]

You are gem sir 💎❤

[@DhakadSir]

Nice 🙂

[@aninditasaha0307]

Nitish sir... Iss code ka koi colab link hosake to daal dijiyega... Padhke, samajhke likhna thoda time consuming ho raha Hai

[@ankitpalsingh8191]

Is there anyone who has the codes that were written down by the Sir during the entire lecture?

[@ComputerClassesforAll]

sir please run last cell in in your current notebook

[@KaushikkrSarma]

github repo link please , there are about 160 repos in your github , which one has this ?

[@AishaMehra-v1w]

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.

[@shreyanshgaurkar9107]

These man is jst incredible , how amazingly he teach every concept of GAN really amazing

[@chajayram46]

sir please upload the codes naa

[@navdeepagrawal9201]

Sir, as every neural network can calculate loss and update weights, then why we use discriminator to do so ?

[@jackblack5727]

Legendary video,this man has the talent to build intuition in us!

[@akeshagarwal794]

Sir isko transformers ke sath kesay integrate kar saktey hai?
Like GAN-Transformer Model for text-to-text task.

[@shashankpandey1966]

Can I make a GAN based IDS system?

[@akimech1]

Kindly give the code

[@RS-vu5um]

Can you please point me to the GAN Code shown in the video?

[@adeelahmed8498]

Nice Video Can you please share the colab code cifar link please

[@Aizaz_ali_shah]

any playlist GANS ?

[@shakilkhan4306]

Awesome... ❤

[@mrityunjayupadhyay7332]

Great content

[@shashankpandey1966]

Gan model only used for images ?

[@abdulaziz-vm7yh]

As sir said, it is also used for narrating stories and making new song lyrics

[@aniketjoshi7817]

sir plz share the code..

[@thatsfantastic313]

Sir ye kis playlist me ha link snd kijyega

[@sharmilarani4909]

Sir can you explain code for multimodal knowledge graphs please

[@rahulaaseri6307]

when i like your video, the like number become 786.