Image Classification using CNN Keras

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Image Classification using CNN Keras | Full implementation

Рет қаралды 172,435

Coding Lane

Күн бұрын

Пікірлер: 247

@Bbb78651 7 ай бұрын

Thank you so much, brother, for this STELLAR series on CNNs. Without a doubt, the BEST on KZfaq. Your efforts do not go unnoticed. Please keep making high quality content. Cheers from Austin, Texas!

@CodingLane 7 ай бұрын

Hey… thanks a lot for this. I really appreciate it!! 🤗

@ks3356 2 ай бұрын

Wonderfully explained. Just finished watching all the 12 videos from your playlist.....

@pavanrshetty5087 Жыл бұрын

The quality of content, simplicity in the explanation, teaching from the basics, explanation of the dimensions and model architecture parameters; everything about the playlist is so amazing. Great job man!! Playlist suggestion: 1D CNN on time series data passing big window-sized data (time dimension) along with a multi-headed neural network targeting classification and regression simultaneously is something I would love to see.

@sphoorthy7978 2 жыл бұрын

After searching a lot I came across this video. This was very clear and easy. Thanks a lot

@CodingLane 2 жыл бұрын

Happy to help 🤗

@djordjetosic4553 3 ай бұрын

Maybe best explanation on YT on this topic, i am looking at hours of content and this 18 min video helped me a ton, Thank you!

@jannahmahmoud6047 Жыл бұрын

This is one of the best explanations i just finished the whole playlist thank you so much for your efforts

@CodingLane Жыл бұрын

Glad it was valuable 😇

@joshr168 11 ай бұрын

This is MUCH easier to understand than the elite university certificate program I am currently in for Deep Learning.

@adithyasureshkumar7523 2 жыл бұрын

Explaining everything from the basics is extremely useful...especially in deep learning.

@CodingLane 2 жыл бұрын

Happy to help!

@careercom9485 9 ай бұрын

How can I get code

@franzkingstein2686 2 ай бұрын

Bro you are great. Respect ++

@CodingLane 2 ай бұрын

Thank you so much!

@mayaambalapat3671 7 ай бұрын

Thank you so much for your efforts. It is the best playlist explaining CNN

@CodingLane 7 ай бұрын

Thank you so much!

@manjuladas 2 жыл бұрын

gotit... I usually don't comment but this video definitely deserve a round of applause... You have explained it the best possible way. Many thanks! 🙂

@CodingLane 2 жыл бұрын

Thank you so much… it means a lot to me.

@tomasaravena5124 8 күн бұрын

sos bueno Jaimin saludos de argentina la tierra del asado y del diego

@HusnainTalib-r5c Ай бұрын

you deserve a like.

@engr.inigo.silva2000 Жыл бұрын

Brother, this video has been an enormous help to me. I'm doing my thesis to get the Mechatronic engineering degree on DL, which is how to be a specialist in AI in postgraduate. Greetings from Mexico.

@CodingLane Жыл бұрын

Greetings! Glad it was helpful to you 😇

@bhavyasaisrikasetti2768 Жыл бұрын

At 6:33 when i am running it i am getting black images no the image of dog or a cat how to resolve it can anyone tell

@vipulpampattiwar7381 Жыл бұрын

No one can give that much amount of Explaination thank you🙏🙏🙏

@kamronbeksolih3285 8 ай бұрын

Thanks for your effort and time in creating such great content. I have completed the whole playlist and learned the fundamentals of NN. Thanks again! Keep creating, teaching and sharing:)

@arunawinslet.p2779 Ай бұрын

you are zopper good ,now i have the understand the codes now ,very clearly

@CodingLane Ай бұрын

Hope your doubts that you asked got resolved! 🤗

@arunawinslet.p2779 Ай бұрын

@@CodingLane yes 😩💗

@sayedikramulhaqbanuree6923 Жыл бұрын

That's amazing the way you have thought all the playlist was outstanding, really helped me and cleared lots of my confusions Respect from Afghanistan

@oyebamijimicheal8372 5 ай бұрын

Simplicity at its peak ❤️🔥

@Heyeveryonehahah Ай бұрын

Thank you so much!, you're amazing!

@CodingLane Ай бұрын

Haha, thanks!

@vijayadurgakavya9178 2 ай бұрын

Thank you man please keep doing these kind of videos

@CodingLane 2 ай бұрын

Thank you. Will do!

@Aditya-zv5et 9 ай бұрын

i watched your entire playlist its pretty amazing the way you have explained everything it went in my mind without any resistance.... thanks a lot its a great help....... You are really good at teaching keep it up 🔥🔥😍😍

@xfregas2682 2 жыл бұрын

man your videos are absolutely crazy good. I love your teaching style. I hope you will keep going. :)

@CodingLane 2 жыл бұрын

Thank you so much! Appreciate your comment

@sachinkapase9218 2 жыл бұрын

@@CodingLane hey buddy, great video. please make video on TFOD installation in local system for object detection as I haven't found any specific video on KZfaq

@stanmiczka 6 ай бұрын

Thank you so much for your playlist, it has been so usefull for me ! I hope that you're doing well :)

@MohammadaminAhanin Жыл бұрын

This was so Helpful Thanks for that Sending you my Love From IRAN

@John-wx3zn 4 ай бұрын

Thank you. You are a very nice person and easy to learn these easy concepts from.

@aidataverse 11 ай бұрын

Really great content bro , in simplest English as if I am listening in Hindi. Very good

@smile93 4 ай бұрын

Saras bhanave 6 bhai tu.....gamyu ane avdyu badhu video joine.......

@CodingLane 4 ай бұрын

Thank you bhai… amen pan Gujarati j che!

@hamafel7559 9 ай бұрын

thank you for all these videos,clear and very helpful! can you make also videos about few-shot learning?

@user-lf9te7hw8n Жыл бұрын

i enjoyed your all videos on CNN

@CodingLane Жыл бұрын

Glad that you enjoyed!

@bryanscott2075 Жыл бұрын

Everything is simple and straightforward. keep up the good work bro!

@himabindugottipati9867 5 ай бұрын

Thank you very much for this video. I request you to do videos on all machine learning algorithms. Thank you

@soumyarao3372 2 жыл бұрын

Absolutely great, double thumbs up!

@CodingLane 2 жыл бұрын

@DEWAAN-ud7ss 7 ай бұрын

You r Great .. This model very Effective Thank you

@pennapatipavan5846 Жыл бұрын

Your videos are awesome. So helpful. One stop for knowledge seeker. Can you please make videos on SVM, GMMs, Maximum Likelihood estimation as well?

@zzzmd11 10 ай бұрын

Hats off to the excellent explanation. Great job !!!

@MKSB-bv1ej 3 ай бұрын

Really informative. Thankyou

@rajashehryar2002 9 ай бұрын

To the point explanation. Well done brother❤

@manishpingale6558 7 ай бұрын

amazing series bhai!

@CodingLane 7 ай бұрын

Thanks!

@hamedhasani5774 9 күн бұрын

thanks a lot make more please

@bhavani83esha 2 жыл бұрын

Found it very helpful, thanks a lotttt for creating this video sir

@CodingLane 2 жыл бұрын

You’re welcome 😇

@dalao3 Жыл бұрын

Thank you so much for your fantastic video! You are truly amazing.

@nagamalleswararao2020 5 ай бұрын

Please do videos on RNN also. Your videos really useful. Thank you.

@sharmisthachoudhury9102 Жыл бұрын

In input.csv file datasets it shows "Wrong number of columns at line 6" error

@adeepkrishnakeelar4426 2 жыл бұрын

Very nice thanks a lot! Please upload more videos, very helpful!

@CodingLane 2 жыл бұрын

You’re welcome 😇

@ankitprakash7949 Ай бұрын

just completed watching all your videos and what I feel sad about is that you are inactive since 2 years. I just want to ask is everything alright because you suddenly disappeared from KZfaq. If everything is okay then please continue with your channel as I totally love your videos and teaching style

@wasiflatifhussain 11 ай бұрын

excellent content

@aditshah5958 5 ай бұрын

Hey Bro, Loved your entire playlist! It was really helpful. I had a question though. In the end, if the probability for one of the dog images was below 0.5, does that mean that all dog images will have a probability of being less than 0.5? If no, then how are we using a fixed threshold for classification? Can it not lead to erroneous classification too?

@logofmath 11 ай бұрын

Bro love you.....virtual hug from me...thank you sooo much bhai.....

@danyalasif8322 9 ай бұрын

good content in short time

@tinashegotora6400 4 күн бұрын

you are star my dear

@user-bx7xh3wy1b 7 ай бұрын

you are amazing man

@karishmachauhan8598 Жыл бұрын

Thankyou bhaiya!! I got output

@user-ry3tu1hx7h 2 ай бұрын

while loading the dataset i get an error msg

@nkechiesomonu8764 Жыл бұрын

Thanks and God bless you. I really appreciate your video.Please can you do a video on any pretrained network with svm for classification

@user-gh3eq1to8y Ай бұрын

Hi, can you make a video on detecting certain 'Disease causing' image objects (e.g. Lung nodules detection for lung cancer).

@smitatiwari7505 2 жыл бұрын

Awesome explanation. Good work

@CodingLane 2 жыл бұрын

Thank you!

@muhammedfayas5907 7 ай бұрын

Great work brother, is there any video where u have implemeted using tensor flow frame work?

@johntitor1054 Жыл бұрын

Actual lifesaver

@the_hasnat 7 ай бұрын

Nice job

@CodingLane 7 ай бұрын

Thanks!

@Apkabhai5 Жыл бұрын

thank you so much sir

@ganeshchaudhari9581 8 ай бұрын

great explanation bro 😇😇😇😇😇😇🤩

@RAKESHSARKER-tl4qh Жыл бұрын

how did you upload those images? and how did you make a csv file? please dont use shortcuts I need to know this in details help me with it asap!!!

@MadhaviAmondkar 5 ай бұрын

Hello, your video did help me a lot. Thank you so much. But its was possible only because of the dataset which you have provided. Kindly guide on how to have such datasets for different classification?

@ramanraguraman Жыл бұрын

Thank you very much

@bibandisha5781 Жыл бұрын

Nice explanation

@CodingLane Жыл бұрын

Thank you!

@kabirabdulkarim-mu8gq Жыл бұрын

Hi, I found your video very educative. Can you please demonstrate how CNN can be applied on cellular network for DDoS detection

@debayanbhattacharya9542 Жыл бұрын

Very informative

@subhangmokkarala Жыл бұрын

Bro how did u convert all images to csv files

@msravan442 11 ай бұрын

Please make a video for low-light Image enhancement using CNN

@user-ph2gx8gx7v Жыл бұрын

Can you give a code for MATLAB?

@karthik1520 Ай бұрын

What about splitting of dataset to validation, validation is required or not?

@terryterry3733 2 жыл бұрын

thanks bro , nice one

@CodingLane 2 жыл бұрын

Always welcome

@haleemahoummusab21 Жыл бұрын

This is really helpful.. thanks so much! But I'm unable to download the dataset completely,it's saying no access; is there another way I can get the dataset downloaded?

@PavaniPolisetty Ай бұрын

sir please explain how to create the datasets of images

@shivamdubey4783 2 жыл бұрын

great tutorial brother just make one video on how to use this in django and save model

@CodingLane 2 жыл бұрын

Thanks for the suggestion… will try something like this may be in the future

@inhibited44 Ай бұрын

When I took regression analysis years ago, there was a way to look at residuals and outliers to see if the data might not look right for certain observations. Does deep learning have that way to inspect images to see if some don't look good enough?

@Kiran19892 Жыл бұрын

I learn so much from this video. Why you taken Image dataset in .csv format. Can we load images directly with folder labling?

@CodingLane Жыл бұрын

Glad it helped you… and yes you can directly load the dataset as well

@Kiran19892 Жыл бұрын

@@CodingLane Please provide any video or link to load cats, dogs images in folder wise for classification

@adonsagumenitwe5399 4 ай бұрын

Very interesting, How about CNN IMAGE PROCESSING VIDEOS

@yy84869 11 ай бұрын

Thanks

@ravibhushandixit3500 11 ай бұрын

thanks bro

@jasurbekgopirjonov 9 ай бұрын

amazing

@dineshwaji 5 ай бұрын

nice content

@actionandentertainment5289 2 жыл бұрын

Can you make a video on creating interface? after development of model

@actionandentertainment5289 2 жыл бұрын

Waiting for your kind response

@CodingLane 2 жыл бұрын

@@actionandentertainment5289 I will make a video, where I will show to create a full-fledge application with machine learning model at backend and an interface at the front end, but I am not planning to do it anytime sooner. If you want some help then you can checkout this project of mine on github. Its a chatbot with web interface, where you can give input and machine learning model will produce output. github.com/Jaimin09/Jessica---A-Virtual-Assistant Hope it can help you!

@antonykahuro8349 2 жыл бұрын

Thanks 👍🏿

@CodingLane 2 жыл бұрын

Your Welcome!

@engelbertteh552 Жыл бұрын

Hi sir, I followed you tutorial but somehow model accuracy does not change and remains at 0.5

@muhammadhamidsaeed2063 Жыл бұрын

I have same error, it stays at 0.5, I know this comment is 2 months ago, so if you did find the solution, kindly reply, it would be a great help

@ABHISHEKPGDM 7 ай бұрын

while fitting the model, how do we get to know that when we have to stop re-running epochs count for better accuracy? like by doing it again and again we can reach to desired accuracy level...

@meerashareef419 7 ай бұрын

So what we do when we want multi class output ,, which activation function we use can u explain

@hemamaliniveeranarayanan9901 2 жыл бұрын

hi.. awesome video. can you put video on steganalysis coding

@CodingLane 2 жыл бұрын

Thanks for the suggestion… I will see if I can make video on it

@lootere3282 5 ай бұрын

Bro could you explain vision transformer with example and creating one transformer base image classification model from scratch

@user-ip3bi3wd4d 6 ай бұрын

the dataset is in numerical value how it convert to numerical and how we see

@HarshitKumar-gn5wf 6 ай бұрын

Im getting graphs as the output and not the images

@Varadi6207 Жыл бұрын

bro plz make video on bidirectional CNN for image classification

@CodingLane Жыл бұрын

Hi Thanks for the suggestion. Will try to cover this topic.

@sindhujashukla8690 Жыл бұрын

Sir can you make a video on multiclass label image classification using vision transformer

@arumugavelayingaran4166 11 ай бұрын

thanks dude

@Arindam_Mukherjee98 2 жыл бұрын

Hey, Jay thanks for the series of this CNN, I really loved it, much appreciated, but I want to know can I train my model in Visual studio code, or in google colab with my own data set, and if yes how I have load the data set in google colab, If i want to make a classifier between me and my brother lets say. Thank you

@CodingLane Жыл бұрын

Hi Arindam, sorry for the late reply. You can directly open the iPythonNotebook in Visual Studio Code. And you can also work on google colab. But with google colab, you will need to upload your dataset to the drive and mount your drive. You can checkout this link for more details: towardsdatascience.com/google-colab-import-and-export-datasets-eccf801e2971