Convolutional Neural Networks | CNN | Kernel | Stride | Padding | Pooling | Flatten | Formula

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Binod Suman Academy

Binod Suman Academy

Күн бұрын

Пікірлер: 414
@imranuddin2153
@imranuddin2153 Жыл бұрын
I have no words to thank you enough. I have read several articles on major platforms but none of them explain things as clearly and in as simple terms as you did. May God make your mission of educating full of prosperity and success.
@SparshChakrabortystudio
@SparshChakrabortystudio 2 ай бұрын
+1
@Harshavardhanherole
@Harshavardhanherole Ай бұрын
+2
@jaihind_8290
@jaihind_8290 Ай бұрын
Thats true
@nivarthidileep
@nivarthidileep 14 күн бұрын
+1000000000
@sempercoramdeo...4057
@sempercoramdeo...4057 2 ай бұрын
I'm a korean. I've searched many lectures for understanding CNN. none of them is better than this lecture. Thank you so much for easy and clear lecture~!!
@dragonemperorx531
@dragonemperorx531 Жыл бұрын
I have watched many videos on CNN , but nobody ever explained it like this . I have no words to describe how good your explanation is sir . Hats off to you.
@taratara2509
@taratara2509 Жыл бұрын
The best video in all KZbin about CNN
@mahbleh404
@mahbleh404 11 ай бұрын
Yrah. Complete explanation
@zeb_lala134
@zeb_lala134 8 ай бұрын
No cap
@rajrau2551
@rajrau2551 2 жыл бұрын
What kind of teacher you are? the best and authentic one !! I agree with people commenting this 21 min video is better than 3 lakh data science course and also you save 10 months.. Apart, you are guys India is always proud off
@binodsuman
@binodsuman 2 жыл бұрын
Thank you Raj for wonderful words. Your comment add some more joy in my today birthday celebration 🎉👏🤝🙂
@sudharamsur4159
@sudharamsur4159 Ай бұрын
@@binodsuman Happy Birthday. Sorry for the late wish
@adhr1t
@adhr1t Жыл бұрын
This is incredible. Fully explained the math behind how CNN Kernels, strides, padding, pooling, and flattening work with simple matrix examples. I've watched many videos about this process and nothing explained it as well as this. Thank you so much !!!!!
@deepankerrawat6170
@deepankerrawat6170 3 жыл бұрын
I like your old school type of teaching with little bit of definitions on screen. Thanks sir.
@samuelmuturi48
@samuelmuturi48 4 ай бұрын
you made the explanation so easy i have been scrolling through webs and videos but here you gave the answer in simple way may May God bless you.
@nafassaadat8326
@nafassaadat8326 3 жыл бұрын
Thank you so much for this nice explanation. 21 minutes more beneficial than my whole deep learning course.
@binodsuman
@binodsuman 3 жыл бұрын
Thank you Nafas for nice words. Really motivating me to do more. Happy to know this Deep Learning concept helped you. Keep Learning !!
@nafassaadat8326
@nafassaadat8326 3 жыл бұрын
@@binodsuman do more and more 🥰👍
@hcv1648
@hcv1648 3 жыл бұрын
sir.. thanks a lot to end my 10 months-long struggle to end this. you are doing a great job sir.. no thanks would be enough.. respect from netherlands
@binodsuman
@binodsuman 3 жыл бұрын
Glad to hear Tuhin, this Convolutional Neural Network CNN Tutorial series helped you. Keep Learning, Keep Learning and thank you very much for your nice words !!
@jaihind_8290
@jaihind_8290 Ай бұрын
What an explanation sir , thank you very much. It didn't felt like 20 mins at all. Great explanation. Thankyou
@raginisharma9302
@raginisharma9302 2 жыл бұрын
Such a Wonderful teacher - you saved me from reading so many articles in the middle of the night when I am feeling so sleepy but your lecture was so good that I didn't want to lose focus. Thank you for making me understand the CNN concepts so clearly- can't thank you enough 🙏🏻
@emmanuelakpaklikwasi4300
@emmanuelakpaklikwasi4300 Жыл бұрын
Exactly my dear. I have watched several videos... he just saved me.
@aneent0x29a
@aneent0x29a 2 жыл бұрын
very easy to understand, thanks for the explanation. my research became easier with this video. may god bless you.
@TISMONVARGHESE
@TISMONVARGHESE 7 ай бұрын
Thank you so much man. I learned CNN basics in just 29 minutes. You are really awesome
@kudzy_23
@kudzy_23 17 күн бұрын
This is the best explanation ever. Thank you so much for this
@kaushaltopinkatti8860
@kaushaltopinkatti8860 Жыл бұрын
Excellent! None of the graduate professor here at my university in the US taught this concept so easily.
@syeda8343
@syeda8343 Жыл бұрын
I spend my whole day for one by one concepts in different videos. Alas l found you and can do this work in 21 minutes.
@ambuj6785
@ambuj6785 Жыл бұрын
easy to understand i was struggling to understand the basics and the maths behind CNN and you made it so easy that now i can explain it to my friends too and even teach them the basics.
@sheharyarejaz9378
@sheharyarejaz9378 2 жыл бұрын
I am really Thankful to You sir. You are really a professional Teacher. Explain the Complex topic in Very effective and easy Way. Thank you Sir. 💚Love from Pakistan 💚
@faizahkhalid9468
@faizahkhalid9468 7 ай бұрын
you explained so well. Way more better than foreign university professors
@deepanshutrivedi2536
@deepanshutrivedi2536 3 жыл бұрын
Couldn't be more simpler. Excellent. It has helped me a lot in understanding deep learning. Thank you!
@muhammadawais2173
@muhammadawais2173 Жыл бұрын
before watching this video I was so confused about this different terminology, but sir you make the thing easy for us. thank you and stay blessed
@binodsuman
@binodsuman Жыл бұрын
Thank you so much for your kind words and support! It means a lot to me to hear that my content is resonating with you and motivating you. Your comment has truly made my day and inspires me to continue creating and sharing. Thanks again for taking the time to share your thoughts, and I hope to keep delivering content that you find valuable and enjoyable.
@Ange-ClementAkazan
@Ange-ClementAkazan Жыл бұрын
This is one the greatest CNN video I have ever seen
@binodsuman
@binodsuman Жыл бұрын
Thank you for nice words. Happy to know my hard work behind this video paid off with all great and nice words from many of you. Keep suggesting to improve this channel and keep learning !!
@arnoldmunuana2775
@arnoldmunuana2775 3 жыл бұрын
This is one of the best explaination of CNN. Thank you very much
@sirirayapati9955
@sirirayapati9955 2 жыл бұрын
watched this video literally 2hrs before exam and scored full marks. Kudos to you sir.
@muttavarapusravya5755
@muttavarapusravya5755 2 жыл бұрын
I am agree! 🥺
@nagasurinavya2933
@nagasurinavya2933 2 жыл бұрын
Broooo sameeeeeee💥💥
@sirirayapati9955
@sirirayapati9955 2 жыл бұрын
SIR please pin my comment 😩
@nagasurinavya2933
@nagasurinavya2933 2 жыл бұрын
@@sirirayapati9955 sir,plz do the needful😌🥺
@olaashraf5914
@olaashraf5914 Жыл бұрын
This is the first time I understood anything about this topic. May all your dreams come true good sir
@007bindass007
@007bindass007 2 жыл бұрын
Shandaar...Finally i got a channel with ease of understanding. Now I can get things more clearly. Thanks BINOD SUMAN ACADEMY.
@shreya6107
@shreya6107 Жыл бұрын
Such a clear and detailed explanation! One of the best videos I have seen on Convolutional Neural Networks.
@deepikaselvamurugan6405
@deepikaselvamurugan6405 4 жыл бұрын
Extremely useful video on CNN for beginners! Thankyou!
@piyalikarmakar5979
@piyalikarmakar5979 3 жыл бұрын
The best way to start from null to deep..Thank you sir...
@gunjannn24
@gunjannn24 Жыл бұрын
Easiest explaination ever!! Thankyou so much sir. I understood it really well. It helped me alot.
@binodsuman
@binodsuman Жыл бұрын
I am delighted to hear that my CNN video has been helpful for your studies. Your comment and the time you took to share your feedback mean a great deal to me. Knowing that my video has made a positive impact is truly rewarding. Thank you for your support and for taking the time to reach out.
@soryegetun529
@soryegetun529 2 жыл бұрын
One of the most understandable videos about CNN. Thanks much ^^
@AKASHKUMAR-bf7co
@AKASHKUMAR-bf7co 12 күн бұрын
bahut aacha explain hai master jii awesome
@kotamrajusomasekharasarma3571
@kotamrajusomasekharasarma3571 3 жыл бұрын
very sincere effort to make the basics crystal clear
@binodsuman
@binodsuman 3 жыл бұрын
Good to know Somasekhara, this Convolutional Neural Network CNN Tutorial Series helped you. Keep Learning !!
@Triple_editgirls
@Triple_editgirls 3 жыл бұрын
It's really very much helpful .A clear explanation with example you did.Thanks from me Bangladesh a lot.
@Why_I_am_a_theist
@Why_I_am_a_theist 10 ай бұрын
Simply amazing , I have test tomorrow and this video is a life saver.
@sukumarane2302
@sukumarane2302 Ай бұрын
Clearly explained CNN . Thanks a lot… I would like to know how kernel values are selected initially
@JamieTx23
@JamieTx23 Ай бұрын
Really enjoyed how you made it so clear. Thank you.
@pablothecat1991
@pablothecat1991 3 жыл бұрын
Best video on CNN ever...!!!!!
@sokopinions
@sokopinions Жыл бұрын
You're the best....finally an explanation worth listning to
@RizwanAbbasi-o4o
@RizwanAbbasi-o4o 2 ай бұрын
Thank you for your Good teaching methods ❤
@priyankapuvar2691
@priyankapuvar2691 Жыл бұрын
believe me the way u explained this is excellent.....thanks bro
@plsnarasimharao
@plsnarasimharao 2 жыл бұрын
I got good knowledge about CNN after watching this video..
@binodsuman
@binodsuman 2 жыл бұрын
Good to know, this CNN video was useful for you. Keep Learning !!
@iani_2020
@iani_2020 3 жыл бұрын
Good explanation. Except 3 things that I don't understand: 1) what numbers do you put in kernel ? I mean what you are gonna filter the input image with ? 2) at 19:50 you said you have 32 filters, why 32 ? and again what numbers you put in those filters ? there are quite many... 3) and last, you have a fully connected neural networks, lets say it outputs 2 answers (yes or no, having 2 output nodes), but how are you dealing so many YES and NOs that comes from every flattened arrays just before the neural networks ? Do you average them ? How do you get just one answer at the end ?
@aishni6851
@aishni6851 3 жыл бұрын
Thank you for making this accessible and easy to understand! Very helpful.
@HappyBelly10
@HappyBelly10 2 жыл бұрын
Very nice explanation. Didn't hear clearly where the "32" at 19:51 comes from.
@chirangbpandey9503
@chirangbpandey9503 2 жыл бұрын
he is taking 32 different kernels or filters
@chirangbpandey9503
@chirangbpandey9503 2 жыл бұрын
you take as per ur requirements......the number of features you want to extract from the image
@amircodes
@amircodes 11 ай бұрын
Crystal clear explanation. Thanks.
@Popdad
@Popdad 3 жыл бұрын
Thanks Binod, fantastic explanation. Keep up all good work.
@TirunagariPadmaja-s9r
@TirunagariPadmaja-s9r 11 ай бұрын
Nice job. You will become more famous, you deserve it.
@dzenathan6003
@dzenathan6003 Жыл бұрын
Woww what a wonderful explanation it's soo beautiful you are really the best
@priyansnujadhav1044
@priyansnujadhav1044 2 ай бұрын
absolutely good explanation, helped me.
@mdminhajulislammahin9510
@mdminhajulislammahin9510 2 жыл бұрын
Thanks you so much for this tutorial, Love from BANGLADESH
@niteshtrading
@niteshtrading 2 жыл бұрын
BEST Video till now for CNN
@Arnob_111
@Arnob_111 3 жыл бұрын
Good job Binod - A friend from BITS
@binodsuman
@binodsuman 3 жыл бұрын
Thank you so much for kind words.
@Brahma2012
@Brahma2012 4 жыл бұрын
It is an great introduction and excellent refresher on CNN..
@binodsuman
@binodsuman 4 жыл бұрын
Nice to know this CNN Tutorial video helped you. Thank you Brahma for appreciation !!
@shidharthrouth
@shidharthrouth 3 жыл бұрын
U made the concept look easy... Hope to see a video on backpropagation in CNN to understand the internal workings more deeply
@binodsuman
@binodsuman 3 жыл бұрын
Thank you Shidharth for nice words. Happy to know this CNN tutorial video helped you. You can please see this video for how forward algorithms works kzbin.info/www/bejne/rIKzZKawibymiK8. Keep Learning !!
@ashokbekkanti
@ashokbekkanti 3 жыл бұрын
Sir.......... Thank you so much sir. Its very easy to understand. Thank You again sir
@muhammadalikhan5003
@muhammadalikhan5003 Жыл бұрын
Wonderful video. Easy to understand. Highly recommended.
@babyfrog5820
@babyfrog5820 2 жыл бұрын
Your 20min lecture is more helpful than my professor's 2 weeks lectures, thank you.
@inamrana9562
@inamrana9562 2 жыл бұрын
Hahaha 😂
@gulafshansaifi5192
@gulafshansaifi5192 9 ай бұрын
The best video for CNN. Thank you.
@OcheAnkeli5711
@OcheAnkeli5711 21 күн бұрын
Hello sir at 11:31. The value in the 1st row 2nd column is supposed to be 17 not 7 in the 2x2 matrix. Thanks for the tutorial. You did a great Job👏
@ritamsarkar7753
@ritamsarkar7753 3 жыл бұрын
I saw 4 videos each have 15 mins, with tons of equation did not understand , Sir explained in 21 mins, I would have visit this link first
@inquisitiverakib5844
@inquisitiverakib5844 3 жыл бұрын
Overwhelmed sir , nicely explained a difficult topic 16:19
@RUPESHRAI-z3v
@RUPESHRAI-z3v 6 ай бұрын
nice explained sir
@idrissjairi
@idrissjairi Жыл бұрын
Thank you so much for this magnificent tutorial, your efforts are much appreciated!
@shankarikarunamoorthy4391
@shankarikarunamoorthy4391 3 ай бұрын
Very clear explanation. Thank you sir.
@BC-jq8fg
@BC-jq8fg 5 ай бұрын
Very good lecture .Thank you so much.
@yuv09
@yuv09 2 жыл бұрын
Sir u cleared everything and your slides will help in writing exam
@darlajohnson4475
@darlajohnson4475 Жыл бұрын
thank you so much sir
@abhikannu
@abhikannu Жыл бұрын
Thank you so much sir I had a seminar on this topic so this video is very useful for me to understand and explain
@anisnajihah7476
@anisnajihah7476 Жыл бұрын
very clear explanation. Thank you.
@Lets_MakeItSimple
@Lets_MakeItSimple 3 жыл бұрын
Bahut acha samjhaaye aap bhaachaa....
@dr.chaluvadivraghavendran2462
@dr.chaluvadivraghavendran2462 3 жыл бұрын
Thank you for very clear explanation on CNN
@binodsuman
@binodsuman 3 жыл бұрын
Good to know Dr. Chaluvadi, this Deep Learning CNN Tutorial series helped you. Thank you for your nice words !!
@usamazahid1
@usamazahid1 2 жыл бұрын
beautiful illustration and easy explanation....good work
@vaishnavikamat7253
@vaishnavikamat7253 7 ай бұрын
Very nice explanation Sir. Thank you
@darkfrost
@darkfrost Жыл бұрын
Wonderful explanation Hats off to you.
@binodsuman
@binodsuman Жыл бұрын
Your feedback is very valuable to me, and it encourages me to continue making videos. I hope you'll stick around for more content, and I look forward to hearing your thoughts in the future. Thanks again for your support!
@amongstar1407
@amongstar1407 9 ай бұрын
🌠 Nevertheless, this remains the best and most straightforward explanatory video on KZbin!
@aditisengupta251
@aditisengupta251 3 жыл бұрын
Thank you for making this sooo simple!! dhanyabaad sir !!! :)
@chinese_tiktok853
@chinese_tiktok853 2 жыл бұрын
So much amazing and informative video and i really learned a lot of things from this video
@binodsuman
@binodsuman 2 жыл бұрын
Thank you Omair for wonderful motivation 👍. Happy to know this CNN tutorial video was helpful, keep learning.
@rajivverma8026
@rajivverma8026 Жыл бұрын
Hi, the procedure to find the convolutional directly by multiplying the image pixel values with the kernel coefficient values and then add them , is valid if the kernel is symmetrical in nature. If it not so, then rotate the kernel horizontally and vertically by 180 degree rotation then we can use kernel to find the convolutional. So, in the video 6:00 to 7:00, the kernel must be symmetrical if you find the convolutional directly. Please correct it.
@homelandcn1
@homelandcn1 10 ай бұрын
Very nice explanation. Thank you
@nishant9847
@nishant9847 5 ай бұрын
thank you so much sir for this amazing knowledge
@gamingschool3357
@gamingschool3357 5 ай бұрын
Thank you very much guruji it was great help 🙏🏻
@vincentumeh7891
@vincentumeh7891 9 ай бұрын
You're simply the best!
@hiteshsuthar1097
@hiteshsuthar1097 2 жыл бұрын
Thanks for providing such precious content.... Good Wishes
@binodsuman
@binodsuman 2 жыл бұрын
It's my pleasure and glad to this CNN tutorial series you liked it. Keep Learning !!
@AMANVERMA-bq8hj
@AMANVERMA-bq8hj 5 ай бұрын
Thanks a ton Sir ! U made this topic so easier to grasp :)
@EgyptianDeveloper
@EgyptianDeveloper Жыл бұрын
Many thanks for that awesome explanation
@baharakal3369
@baharakal3369 2 жыл бұрын
seriously, made my life so much easier! thank you! Can you pls have a video of why we flip the kernel in convolution? I have read some literature but they all say if we flip it is convolution and if not it is cross correlation but dnt give a clear explanation on what we get from flipping?
@Black_wiseman
@Black_wiseman 5 ай бұрын
You are a great teacher
@ROCKY.S
@ROCKY.S 2 жыл бұрын
Very informative sir, I'm happy that i have found ur video, Thank u very much sir for explaining ina simpler manner that boosts my confidence.☺️
@binodsuman
@binodsuman 2 жыл бұрын
Thank you for your awesome motivational comments. Glad to know this Convolutional Neural Networks CNN video was helpful for you. Keep Learning !!
@sizenandosilva8913
@sizenandosilva8913 2 жыл бұрын
That's was the best explanation i've seen
@SusmithaSusmi-y4c
@SusmithaSusmi-y4c 7 күн бұрын
Nice explanation tq sir
@youshaarif4253
@youshaarif4253 8 ай бұрын
Thank you so much for the simple explanation ☺️
@chiragdabhere9489
@chiragdabhere9489 Жыл бұрын
Best video on internet
@binodsuman
@binodsuman Жыл бұрын
Your feedback is very valuable to me, and it encourages me to continue making videos. I hope you'll stick around for more content, and I look forward to hearing your thoughts in the future. Thanks again for your support!
@thesacredcode233
@thesacredcode233 Жыл бұрын
God bless u thanks for making me understand it with ease
@abhishekbharadwaj7891
@abhishekbharadwaj7891 3 жыл бұрын
Very well explained sir.it could not be easier than this
@binodsuman
@binodsuman 3 жыл бұрын
Good to know, Abhishek. Happy to see these important Deep Learning concept video helped you. Good to read your comment. Keep Learning !!
@VISHALSAXENA-l6t
@VISHALSAXENA-l6t Ай бұрын
Excellent way of teaching
@ramapatipatra4814
@ramapatipatra4814 2 жыл бұрын
Awesome lecture with a well explanation of each and every parameters regarding CNN..
@MrYomantanepali
@MrYomantanepali 4 ай бұрын
he earned my subscription
@RaviPrakash-fc4ur
@RaviPrakash-fc4ur Жыл бұрын
Excellent explanation sir🙏🏻. Thank u sir....
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