YOLOv8: How to Train Objection Model with Custom Dataset

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In this video 📝 we are going to Train and Deploy a YOLOv8 for Custom Object Detection with Webcam in Real-time. First of all, we will train the yolov8 model in google colab on a custom dataset. After training, we will export the training YOLOv8 model and see how to deploy the model and run live inference on a webcam. This can actually run in real-time. You can also check out my YOLOv7 Course where we cover everything from generating a dataset, setting up the model, training, and deployment.

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Timestamps:
0:00 Intro
0:39 Setup and Dataset
5:28 Train YOLOv8 Model
14:24 Deploying YOLOv8 Model

Tags:
#yolov8 #yolo #objectdetection #ultralytics

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NicolaiAI

you are always doing the best congratulations!!

dilaratuzuner

Hi. I was actually looking for the deployment process and skipped to that chapter in your video, but it looks like only inference is being shown. Where and how is it being deployed? Using kubernetes? TF serving?

HarmonyAham

Great video! Just wonder how to verify the evaluation results of mAP, Precision and recall in Roboflow using the results in Google colab?

rachealcr

Where can I find the complete code for using the trained model for prediction? Its not completely visible in the tutorial video.

AdityaKumar-lvst

hey can you tell is there anything else after import detection in line 2 of the code?

PassCharlie

Any idea on how to deploy this on a cloud server? How would you connect the cameras?

OGIMxGaMeR

I get errors when passing to Install YOLO v8: ValueError: Invalid 'mode=<module 'ultralytics.utils.checks' from Valid modes are ('train', 'val', 'predict', 'export', 'track', 'benchmark').

karimabdalla

I have some problem with my virtual environment
I installed all the required files and when I try to import YOLO from ultralytics for example from jupyter notepad using VScode, the import gets stuck and looks like it will never finish
Maybe some of you have had a similar problem or know what is wrong with my environment?

kaka

Thankyou so much, Your video was short and simple and it helped me out a lot

vimpvvs

This is really amazing. I really love your video. Kindly make a video on multiple video stiching and like making it live.

rakeshkumarrout

I have trained how you do in the video but do not see how to export? can you help

TheZombiebrainz

my problem is stoping the session in kaggle or google colab and my volum dataset is 4005 image can you help me pleas Because I have my graduation thesis and I don't have much time

Zinou

You videos are great, I have been trying to count people at full screen or frames using yolov8 and with no success, what are the cods to do so I

avionics

sir if i place rtsp link instead of webcam source 0, it freezes . Any solution for this sir.. Thank u

kishorem

may I ask sir, what code ediitor your are using?

dgadstv

one mistake or update
in the yolo training line
data={dataset.location} wont work so try
source="dataset location"

harish

Thanks for the good video. I will follow it. Can i get the coordinates of the detection objects real time? I would like to use them as an input for another program.

YigalBZ

Thanks a lot. In your code, line 5, how did you export and get the .pt file? I exported from roboflow as yolov8 but I don't get any pt file.
thanks again :)

limtless

how can I export the mode and get the path to it 14:30

jabermobarak

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