IMAGE CLASSIFICATION with Yolov8 custom dataset | Computer vision tutorial

0:00 Intro
0:41 Dataset
1:54 Data structure
4:50 Train method 1: Python in local environment
12:02 Train method 2: Command line
14:35 Train method 3: Python Google Colab
25:25 Validate model
36:48 Predict
44:48 Outro

#computervision #yolov8 #imageclassification #computervisiontutorial

[ComputerVisionEngineer]

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[RithvikRajesh_]

I searched for it an entire day, and then I found this guy 😭. GOD BLESS you mann 🔥🔥.

[wnbyzbc]

Hi Felipe, your videos are beyond amazing! Thankyou for your tutorial.

[abhayshandle]

Thanks a lot man, this was everything i needed to get started. saved a lot of time. thanks a lot. lots of support for now and future as well!

[paulspiccia]

The best tutorial I've seen, and so glad to see someone show the code on the local environment and not Google Colab!

[gameem]

Thank you so much for the video Felipe!

[zckhzku]

Muchas gracias Felipe! Me resultó de gran utilidad! Me encanta tu contenido, eres un fenómeno y te pareces a Melendi! Saludos!

[brunospfc]

Thanks for your tutorials, very good and accessible for "engrish" speakers like me, your channel realy deservs more Subs

[ThackerJigar]

Thank you for the detailed explanation ✌

[mohamedaminabdullahi]

HI!
i was making models using YOLO v8, and i found that if you change the imgsz=64, into a bigger dimensions which fits your dataset better, then you can have a much better model, and the high validation loss will reduce tremendously.
thanks for the great tutorials!

[MyExRebirth]

Hi Felipe! your videos are awesome! It would be more awesome if you could make a video about how to use transfer learning for training a new YOLOv8 classification/object detection model using a pre-trained model! I've been looking for a detailed video but literally none of them explain step by step or go into details enough. I'd really really appreciate it! 🙏

[sreekartammana]

Still I'm completing the whole 12hrs video and this popped up. You're so fast Felipe!
Just a small request: If possible please also make how to deploy these applications on the web

[anubhavthakur]

Amazing VIdeo. Gotta see if yolov8 holds up to my data though

[YigalBZ]

Thank you for a detailed and well explained video. I used it with my own set pf pictures - working great. My next step is to use this classification results on a video recognition on Jetson Nano. Do you have such a video or planning to?

[vzodgtd]

hello, when predict an image class, can you edit the colour of the labels ? the colour of the labels is white and i cant see properly the predicted class plotted inside the white background image

[kalyanid]

Hi Filipe... Could you help us understand how to predict the classes for a whole folder of the images ?

[lovermichael]

Hi @ComputerVisionEngineer, i just want to ask what are the folders/files inside your val folder?

[emfjhod]

In the dataset, there are 2 non-functional files: "rain141.jpg" and "shine131.jpg". They cause an error during training.

[Mamunur-illini]

I have a question regarding getting a confusion matrix in the result section. I trained the classification model on my custom data by watching your video and I got exactly the same type of result that you showed in the video. Is there any way that I can also get the confusion matrix, F-1, and precision-recall curve?
Thanks a lot for the great tutorial.

[mohamedsmouni]

Great video, I would like to ask you how to use it to predict on a large dataset,