How To Train Deep Learning Models In Google Colab- Must For Everyone

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4 окт 2024

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Комментарии : 352

@CreatingUtopia 4 года назад

Tech websites: Let's compare gpu on benchmark scores Krish: Let's compare prices

@maryzakiandourrugrats4671 Год назад

This is an amazing video, as a beginner you answered so many questions that popped up as I was following along, as if you were reading my mind, excellent brother

@JordanMetroidManiac 3 года назад

Google Colab is such a helpful resource. Thank you for explaining this!

@rshndb99 4 года назад

This video is not for everyone it is for expert New learners can't understand

@zulfiqarali-zq1rg 3 года назад

Exellent sir. you are one of my mentor in Deep learning CV.Thanku sir

@chinmayshinde6478 3 года назад

Good video. Can u show the following: 1) importing tensorflow/pytorch/scikitlearn 2) import specific version of tensorflow/ pytorch/ detectron 3) advise about loading personalised dataset - whether it should be zip upload or extracted image files.

@vineethv3050 2 года назад

%tensorflow_version % tensorflow_version 2.x import tensorflow as tf print(tf.__version__)

@ALLFITdudes Год назад

Thank you so much sir for this wonderfull video..❤❤

@tasveerahmad5002 3 года назад

Thanks dear, A very nice and helpful video. I learned a lot and enjoyed. Stay Blessed!

@apunbhagwan4473 3 года назад

He did gave UPSC in 2019 and now he is a youtuber, Sandeep bhaiya

@akansha_bhatt28 4 года назад

Sir, After training model on Google Colab, please make video on how to test on real time

@jayhingrajiya3703 4 года назад

To test on real time.. just click the picture of the leaf of tomato and use the model to predict whether the leaf is healthy or not.... google it

@Thearvindkumar 4 года назад

Great question .

@dhakshajey7032 3 года назад

@@jayhingrajiya3703 Can you please explain sir. what should be done after training the model.

@aisyahrobi3623 3 года назад

@@jayhingrajiya3703 hello...can you explain more how to test in real-time..thank you so much..

@ajayraju999 4 года назад

Sir can you please can you make a video on image segmentation..🙏

@javeriaarshad820 Год назад

And also before how we do masking

@sheikhobama3759 Год назад

OMG I absolutely loved your video Sir, I Have just watched it halfway and I felt I had to comment. The way you explain things are just perfect. I wish if only we students had teachers like you. I've already subscribed to your channel and can't wait to watch more of your content. Your knowledge is invaluable, and I appreciate you taking the time to share it with us. Thanks again for creating such an awesome content! 🥰 These videos really do help us beginners in a great way!!

@CogniCraftedMinds Год назад

Thank you, I've learned from your tutorials.

@nriezedichisom1676 Год назад

Perfect as usual. Thank you

@ashutoshdixit2806 3 года назад

great work .... this is my first time on your channel

@anirbansarkar6306 3 года назад

Thanks for this wonderful tutorial Krish. Also please do come up with the architecture video they will be really helpful

@kenyosh8957 9 месяцев назад

Thank you SOOO much for making this video

@rkag5811 3 года назад

I got a clear idea. Good explanation sir👏

@muskaanfathima8183 Год назад

Thank you so much sir u saved my final year project

@dikshabhati1441 4 года назад

really amazing video sir....i have learnt a lot of things thorugh watching your videos....you are just amazing.....sir please one video on how to deploy model by writing code on google colab

@princeprajwal 2 года назад

u been always helpful krish thank you so much

@2SourceFort 3 года назад

Thank you so much 🥰 it's such a wonderful help to me

@amanuelhirkooyoutubepage7743 3 года назад

THANKS ALOT! let u teach as well on text classification specially on multi label problem using CNN

@suryav3959 4 года назад

Please make a video on the architectures of cnn transfer learning models.

@ashikroy4618 2 года назад

Hi Krish, Thank you for your tutorials. I am a beginner, and I am wandering why didn't you use validation and test, both of the datasets to evaluate the model? thanks

@madhukanadeeshani6982 3 года назад

Thank you very much!!! Tutorial is great

@SurajKumar-bw9oi 3 года назад

The video was a lot of fun. Explaining and searching about GPUs and saying P4 instead T4 :)

@carijay2400 3 года назад

thank you very much sir for this tutorial. seems im getting the right direction for ML lecture for clinical dx. im a newbie who want a career shift.

@bhaumiks.6543 8 месяцев назад

Amazing videos sir. Thanks for videos.

@stitou2010 5 месяцев назад

Usefull video. Thank you Sir.

@kalpanab9869 4 года назад

Error in model fit InvalidArgumentError Traceback (most recent call last) in () 7 epochs=10, 8 steps_per_epoch=len(training_set), ----> 9 validation_steps=len(test_set) 10 ) InvalidArgumentError: Reduction axis -1 is empty in shape [16,0] Any idea what can be the error. I have followed the same steps

@pseudounknow5559 2 года назад

have you found ?

@SachinKumar-cn4ps Год назад

Have you resolved the error

@SachinKumar-cn4ps Год назад

Please help me

@implementationwork Год назад

yes , I am also counter this error

@nimayoezer1282 3 года назад

Hello Sir, I am Yoezer greeting from Bhutan. Sir, may you kindly make videos on how to deploy machine learning models in mobile apps. E.g:- Deploying this code to mobile app and use in real life from our mobile phone to detect the disease of the plants.

@ochanabondhu 2 года назад

Now this video is nothing but a gem.. Thank you Krish.. Just 1 question... I have seen in many datasets there is another folder called validation.. Why it's so and what's the use? Can you please explain or guide me to any of your video wish such a reference

@sanatbek819 3 года назад

Thank you. Very nice bro. I am having a hard time understanding the functions you explained. Please, share a successful path to learn.

@athirajoshy7081 4 года назад

Sir,I admire u a lot..u r my role model..sir,I have a request..can u please make more deeplearning projects on colab pls..bcoz most of the students don't have a high performance laptop

@SelfLearnNV 9 месяцев назад

Could you please prepare one video about how to create your own model based on CNN

@navneetgupta2474 4 года назад

Sir explain XGBoost algorithm, how it differs from Gradient boost. Also I can't find easy explanation of Bayesian search in hyperparameter tuning so make one on it's theory part. Thank you

@mrbroker3777 4 года назад

Can we convert our image classification code in colab into tensorflow lite inorder to run it in android studio

@rinkalshah7303 3 года назад

Same ques

@lydiadarla7543 3 года назад

Thank you so so much sir!

@pranavshete7130 3 года назад

After training the model in google colab , how to run or execute the project???

@juangut4531 Год назад

The tutorial is incomplete. How to actually make predictions and decode category labels?😢

@philip-niron 3 года назад

Nice Video sir. How to change this model to tflite and deploy in android Application? Kindly do a video on that sir

@arunporky 4 года назад

Sir i have been following your tutorials for a long time. I want to learn about augmented reality what are the libraries or prerequisites needed. If possible please make a detail video on how to proceed in the field of augmented reality. I am eagerly waiting for your response.

@daivikbhatia5041 4 года назад

hey same here.. if you find any lead to learn AR, please let me know!

@arunporky 4 года назад

@@daivikbhatia5041 sure

@krazyaria 3 года назад

works like a charm.

@Thedark.i 4 года назад

Sir please make transfer learning architect videos if its possible.

@MAhmadian 11 месяцев назад

Thank you for your great work, I see the input image size in the Kaggle is 256x256 but you specified 224x224 is it a typo or you have done some scaling. My second question is in the training dataset you have 10 classes but your model's output has 15 classes which is not right, please elaborate.Thanks again for your awesome work.

@sunidhiashtekar9175 4 года назад

sir can you please tell me your video in which you have explained all this code

@MoganaVadhnaSuntraKumar Год назад

Thank you so much😃😃

@spicytuna08 3 года назад

Thanks Krish.

@Sazia_Cooking_Creativity 3 года назад

Can you upload a video on the Facial recognition project?

@haifanalakath3423 3 года назад

Do you get it

@Sazia_Cooking_Creativity 3 года назад

@yuvikagajbhiye 23 дня назад

Those who run the code in Colab , Can you please tell me the final results will be the graph which comes after epoch process???

@touhidulislamsovon6927 Год назад

Thank You sir!!

@pranavshete7130 3 года назад

After training the model what about the next process i.e runing or executing?? Please help or share videos

@yulbroh0915 3 года назад

Please make a video about csv in deep learning please for my exam

@Abdnimit00 3 года назад

After completing the epoch how can i call an image and test it? what is the code can anyone help?

@richarashmi72 3 года назад

Same here. I too want to do that. I have trained my model, now how to call the trained model while testing my data.

@rayane4975 3 года назад

model.evaluate(test_images, test_labels, batch_size=batch_size, verbose=2)

@burhanuddinkutub4594 3 года назад

The model doesnt get trained,also tried to use the same tensorflow version mentioned

@prathams8685 3 года назад

Thanx a Ton!

@dirobayisa864 Год назад

Hi Krish, Thank you for your tutorials. I am doing on plant species recognition can you share something............

@poojakamra1177 3 года назад

Here we have multiple classes. After predict call we get index. How we map index with class name

@sunnychaturvedi9958 3 года назад

you are a life saver

@jayhingrajiya3703 4 года назад

sirji.....tusi great hooooo

@souravkumar2401 Год назад

Thank you sir

@ethicalsaw8101 3 года назад

great help thanks a lot.

@afzalrahaman6306 2 года назад

Dear krish, your theory explanation on deep learning helped me a lot. My pc is low configured, it dual core windows 7 64 bit. I know it's impossible to work with tensorflow with this configuration. Let me know is it possible to practice in cloud

@jagyansenipanda12panda37 2 года назад

Sir can you show a small example of the CNN model for image interpolation using Google Colab?

@Patrickdot92 4 года назад

Thanks for sharing !

@rehippie Год назад

Hi Krish, I didi it all and it worked! Now, how do I save my trained model to use it in onther scripts?

@NilBorun 3 года назад

Do you have video on Inception3 or will you make it?

@muhammadmustaffa6628 3 года назад

THANK YOU VERY MUCH

@akashdebnath3631 4 года назад

sir, please tell me how did you know how many hidden layer and neuron will give best result in MLP-ANN?

@jungleking9 4 года назад

Neuron will be average of your dependent variables and independent variables.. its the best practice.. and for hidden layers you can take any amount.. increase them until your accuracy increases

@arfinarif9669 2 года назад

any solution? in google collab InvalidArgumentError Traceback (most recent call last) in () 6 epochs=10, 7 steps_per_epoch=len(training_set), ----> 8 validation_steps=len(test_set)

@platypusnebula7401 2 года назад

Has anyone followed along this video recently with success? I followed along with the video (typed along), and used the picture files from Github, but when I executed the final command to run the cell, I got an "UnimplimentedErrors" at line 8, where the code reads: "validation_steps=len(test_set)". It's a long error message, but at the end is says "DNN Library is not found." Some of the libraries installed earlier in the notebook were of a different version.

@ginawhalevg Год назад

your video is really helpful thanks a lot! but i can't find the colab notebook address of the examlpe you use in this video. can you please upload again?

@PoojaGupta-ry3oj 4 года назад

After training now how to predict class for new image?

@Alexandre-vn6ii 3 года назад

I want to know that too! Probably he needs to save the trained file on json or h5

@qchirac 2 года назад

Another questions, should we save the training data in google drive and mount or copy them to colab? google drive is a cloud drive away from colab I guess. If save in google drive, the training would be slower or same same?

@kushbhati5245 3 года назад

Sir please make a video of deploying this model using google colab

@mdfaizulabedinshibli3635 2 года назад

ValueError: Asked to retrieve element 0, but the Sequence has length 0

@pradeep5296 3 года назад

Thank you so much Anna

@Saad-xo6yc 2 года назад

Getting this error UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.

@sovitrath4735 4 года назад

I think that GPU is not being used. Because 2 hrs is a long time for 18000 images classification. And I think we have to do !pip install tensorflow-gpu. Please check this out Krish. I may be wrong .

@krishnaik06 4 года назад

It is using gpu...it doesn't take 2 hours it will be around 1hr 10 min

@sovitrath4735 4 года назад

@@krishnaik06 Thanks for the reply. Good to know. WIll try it out.

@rishavsharma7466 4 года назад

@@krishnaik06 can two classes have same name while training deep learning model(i deliberatly need it)?If yes, what are its effects?

@raghurilokesh3270 4 года назад

I am getting the error as InvalidArgumentError: Reduction axis -1 is empty in shape [32,0] [[node ArgMax_1 (defined at :2) ]] [Op:__inference_train_function_41918] Function call stack: train_function Please advise.

@RaviTeja-cd2tp 3 года назад

this is not working on real-time images please look to it. before going for it

@Abdnimit00 3 года назад

Can anyone provide me code for PREDICTING IMAGE of these diseases in google colab please! 🙏 🙏 🙏

@zahrasiraj106 3 года назад

hi krish can you please make a complete tutorial on hierarchical text clasification using deep learning algorithms

@gurdeepsinghbhatia2875 4 года назад

too gud sir as always

@kumarprakhar6011 2 года назад

Your code is nowhere to found on your git!

@PrityKumari-rq2gp 3 года назад

Also please make a videos for an app development from scratch for disease detection and if i want to deploy that whole app concept on arduino then what are the steps.

@shivaragiman 4 года назад

for layer in inception.layers: layer.trainable=False What is the use of this code:?

@krishnaik06 4 года назад

U don't want to train all the layers again.so we have written this code

@hazkimshazkim1041 3 года назад

hallo sir, great video learning. Can i ask if this method is also in Convolutional neural network?

@radhikapatil8003 3 года назад

Please make a video on Fixefficientnet image classification

@rupiyaldekai6136 3 года назад

nice videos brother can you do a video on id3 algorithm,J48,JRip,SMO

@FoodieBeast 4 года назад

Hello sir , big fan .. i just want to make a request .. can you make a video on microsoft project sketch2code ..like how to get started with this project im very new to machine learning and deeplearning so it will be a great help

@subash000000 3 года назад

sir can you please make video on deployment of the trained model in Django

@abhishekpatil2811 6 месяцев назад

Can you please make a video on Efficientnet V2 model

@badass_bloke144 Год назад

what is the pre-sequence of following up with this video?

@tryagainandagain2462 Год назад

Lov U sir❤

@t4tripstours429 2 года назад

Can you please guide me on how to access the server through SSR, and how to train the deep learning model with the high-performance server with ssh and a webpage? i will be very thankful if you and anyone here guide me about this

@yoboys4774 2 года назад

Hello Sir, Can You please tell me How to save the model in Google Colab?

@hsahu11 3 года назад

when we are working on transfer learning why we are training the model. We already set the layer_trainable = false..

@samrayaseen4672 2 года назад

Sir i have been following your tutorials. i need some little help. how i can run project files with connecting one code cell to another code cell. please help i am waiting for your response.