Vanishing Gradient Problem || Quickly Explained
Vanishing Gradient Problem occurs when the information about gradients starts to fading as it performs backpropagation in a deep neural network.
That's why it wasn't used before 2006 when some researchers fixed it.
In this video, we'll see how it actually occurs during training with help of little mathematics and also proves it experimentally with Keras and TensorFlow.
If you have any query regarding this, please comment down below and if you don't have one kindly leave your feedback, it means a lot to me.
Thanks and regards.
For more mathematical explanation: mattmazur.com/2015/03/17/a-st...
I'm available for your queries, ask me at:
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Пікірлер: 24
very clear. This explanation is so underrated... Thank you so much !!!
You explained it better than my IIT professor. Keep up the good work. Thanks a Lot
@DevelopersHutt
10 ай бұрын
You are most welcome
A great explanation - animating this made it so much clearer and more explicit, exactly the video I was looking for. Thank you :)
@DevelopersHutt
Жыл бұрын
Glad you liked it!
wow, very clear, better than many videos. You went str8 to the technical instead of theory. I like it because most ppl who would google this isn't on the beginner level. PS. I like the blue fire you put between 2 nodes!
I really liked your motivation in explaining these subjects with great animations. Good job and thank you.
I was having problem understanding RESNET cause i got stuck at this concept . Great explanation ❤
Wow great, it is truly an amazing video. Helped me to understand the part. Thank you so much. 🎉
Good work!
Such a great explanation with animation....thank you so much ....
Thx for the clear explanation!
Cool explanation with insane animation. Nice hard work. However vanishing gradients problem also stems from bad weight initiatilization. So that wasn’t explained I think in your video
hi, thank you for you explanation. I hope you ll do more videos like this:)
Thank you very much
How did u make a presentation?
Great , can you make video on deep learning or video topic such as video stabilisation, video summarising, video analytics. I read paper but always find it difficult to code on such topic and not a lot of info is available On KZread
@DevelopersHutt
3 жыл бұрын
Thanks, these are advance topic and I will slowly move towards them
@navinbondade5365
3 жыл бұрын
@@DevelopersHutt yes, advance topic are rarely cover on youtube, beginners and intermediate level content are plenty, most people suffers in advancing skills, I will advise you focus on advanced topic as it will attract larger audience 🙏🏻
@DevelopersHutt
3 жыл бұрын
@@navinbondade5365 Thank you so much for the suggestion. I will think about it.🙏
best explaination
Very nice
For those who need the code in the Video here is the link : shorturl.at/lDUV5
@DevelopersHutt
Жыл бұрын
Thank you so much for the contribution ❤️