Build Your First Pytorch Model In Minutes! [Tutorial + Code]

In this video we will learn through doing! Build your very first PyTorch model that can classify images of playing cards. #pytorch #deeplearning

Related videos:

Timeline:
00:00 Intro
04:50 Pytorch Datasets
13:59 Pytorch Model
19:19 Pytorch Training
29:23 Results

Links to my stuff:

[henryalejandrosilva]

Wow, Rob. What an amazing video, I'm currently learning Deep Learning from scratch and your video is great to understand how to cod these networks and how to apply all those concepts learned in other videos about how Neural networks work.

I'll be waiting for the next video, hoping you enlighten me over how how to tune the network, maybe transfer learning with CNNs along with attention modules would be just awesome!

[vitorribeirosa]

Thank you, Rob!!!
I strongly appreciate your work. I have learned a lot from your videos.

Cheers from Japan!!!

[hugoczerniawski]

Great vid Mr Mulla! I got confused at the last stage a bit but the confusion was mainly casued by my relativley small exprience with PyTorch. I will try to calclute the accurancy now! Thank you!

[cosheimil]

Thank you for this video! Its a lot of notebooks with torch and ur video helped me, thank you!

[sriramabhaktahanuma]

Hey Rob.. thanks for the video. Well structured and well paced. Please do many end to ends like these.

[VlivinG]

I have a course at university and here I am learning things they should teach... your explanations are short and clear thanks! after my score submission, I will email your channel to my professor and his assistant as a clear example of what education is

[VijayJaisankar]

Thanks for this video! Really nice to brush up on the basics :)

[ramprasath]

really helpful vid
looking out for more of similar

[johanongchangco]

Best video ever. I had my 14 year old watching with me and he understood it with very little commentary from me :)

[jees__antony]

this is the best vdo I have seen on pytorch

[khalilnaji]

This man is single-handedly carrying the education side of YouTube for Data Science on his back

[christiansnaturestudio]

Im looking forward to add it to my project portfolio. Money money money 💰

[zixumxo]

What a great video! You speaks so similar to Cal Newport

[rayray]

I love the way you explain, but please post videos using R as well....how about time series forecasting with machine learning using R...

[nursemulla]

I think Scarlett knows more about this than me. She started taking a coding class! : )

[andrelvcoelho]

Hi, Rob! Very nice video tutorials you have in your channel! I like them very much. Detailed and at the same time straight to the point. Just a small note: This line is mistaken in your script: test_loader = DataLoader(val_dataset, batch_size=32, shuffle=False). It should be "test_dataset, " instead. Perhaps you should generate a new version on Kaggle. All the best!

[raven]

looking for advice, any resource or recommendations on haw to "grade" the performance of an ML besides error?

[Coaster]

I see what you did there with the joker cards in the test data set ;-)

[EvanBurnetteMusic]

Hey Rob thanks for this perfect intro to pytorch! I've been learning TFJS and this vertical slice really helped. I'm trying to run this on Kaggle and I'm running into this problem: LocalEntryNotFoundError: Connection error, and we cannot find the requested files in the disk cache. Please try again or make sure your Internet connection is on. This is my first time using Kaggle so I'm not sure what I'm doing wrong. No worries if you have no idea either just thought you should know!

[youaintd]

Great one! I'm on mac, so I replaced Cuda with Metal...
device = torch.device("mps" if else "cpu")