Generate Handwritten Digits with GAN | How to Implement GAN | Machine Learning | Data Magic
Ғылым және технология
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In this episode we are going to see, How to implement Generative Adversarial Network for generating Handwritten Digit characters. This would be step by step tutorial where will see
============= Time code =====================
01:00 GAN Introduction?
01:36 MNIST Dataset
05:12 How to create Generator model?
09:57 How to create Discriminator model?
14:25 How to create GAN training step?
19:13 How to train GAN ?
24:23 How to generate images from trained GAN?
Code: github.com/datamagic2020/DL/b...
Introduction to GAN/ what is GAN? - • What is GANs for begin...
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#GAN #GANImplementation #GenerativeAdversarialNetwork
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Пікірлер: 15
Incredible explaination !!!
@DataMagicAI
2 жыл бұрын
Thank you!
Thank you, Its very useful.
@DataMagicAI
2 жыл бұрын
Glad, you find it useful.
it took me 52 minutes to reach epoch 4 why is that? why is it taking so long
can we create our dataset about handwritten objects and then can do the same project/code ??? please reply
@DataMagicAI
11 ай бұрын
Yes, you can create your own dataset and then train GAN to generate similar handwritten images.
HOW TO USE PRE-TRAINED MODEL AS DISCRIMINATOR IN GAN?
@DataMagicAI
2 жыл бұрын
Hi Rajshree, Very good question but I haven't tried it. I will try to use pre-trained model as discriminator in GAN and publish new episode soon...
How to save images after training
@DataMagicAI
2 жыл бұрын
Save the numpy array which has the image content. Google it for the exact script.
can u provide the datasets
@DataMagicAI
2 жыл бұрын
Just search on google MNIST handwritten digit. You will get lots of link..prefer one from kaggle
Is ML used here
@DataMagicAI
10 ай бұрын
Yes