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...
Stay tuned and enjoy Machine Learning !!!
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#GAN #GANImplementation #GenerativeAdversarialNetwork
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Пікірлер: 15

  • @debashishsarkar2931
    @debashishsarkar29312 жыл бұрын

    Incredible explaination !!!

  • @DataMagicAI

    @DataMagicAI

    2 жыл бұрын

    Thank you!

  • @IndianBeautyStation
    @IndianBeautyStation2 жыл бұрын

    Thank you, Its very useful.

  • @DataMagicAI

    @DataMagicAI

    2 жыл бұрын

    Glad, you find it useful.

  • @dassakkral
    @dassakkral2 ай бұрын

    it took me 52 minutes to reach epoch 4 why is that? why is it taking so long

  • @user-yh9mn6mm3j
    @user-yh9mn6mm3j11 ай бұрын

    can we create our dataset about handwritten objects and then can do the same project/code ??? please reply

  • @DataMagicAI

    @DataMagicAI

    11 ай бұрын

    Yes, you can create your own dataset and then train GAN to generate similar handwritten images.

  • @rajshreesrivastava7650
    @rajshreesrivastava76502 жыл бұрын

    HOW TO USE PRE-TRAINED MODEL AS DISCRIMINATOR IN GAN?

  • @DataMagicAI

    @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...

  • @ahtishamulhaq1415
    @ahtishamulhaq14152 жыл бұрын

    How to save images after training

  • @DataMagicAI

    @DataMagicAI

    2 жыл бұрын

    Save the numpy array which has the image content. Google it for the exact script.

  • @ronixbhaskar9195
    @ronixbhaskar91952 жыл бұрын

    can u provide the datasets

  • @DataMagicAI

    @DataMagicAI

    2 жыл бұрын

    Just search on google MNIST handwritten digit. You will get lots of link..prefer one from kaggle

  • @ashutoshpatil7330
    @ashutoshpatil733010 ай бұрын

    Is ML used here

  • @DataMagicAI

    @DataMagicAI

    10 ай бұрын

    Yes

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