Train Yolov10 object detection custom data FULL GUIDE | Computer vision tutorial

🎬 Timestamps ⏱️

0:00 Intro
0:32 Data collection
5:50 Data annotation
19:27 Dataset creation
25:04 Train model on Google Colab
31:22 Train model locally
35:09 Evaluate model
42:57 Learn to create AI prototypes
44:00 Test on video
48:28 Outro

🌍 Community 👥


#yolov10 #objectdetection #computervision #python

[ComputerVisionEngineer]

Learn to create AI-based prototypes in the Computer Vision School! www.computervision.school 😃🚀🎓

[flourencelapore]

YOUR VIDS ARE REALLY HELPFUL TO US BEGINNERS! THANKS FOR THE AMAZING TUTORIAL!

[Istoryador]

what about multiple objects, what is the structure of the folders? does the configuration will change?


and also what hardware do you use to train your model? cpu or gpu? and what is the specs?

[jj]

For those struggling with second step
Change the path from My drive to Mydrive - and the rest accordingly to your Path

[talbiamal]

is there any platfom do the annotation fast for all images in the same time; or not; should we annotate the dataset manually?

[kienth]

thank you for such a detail vid!!! keep on your work !!

[Maxpan]

Great content! Just a question, I read that now ultralytics has agpl licence and a model generated from training can not be used if needed for commercial use. However, I understand that YOLOv7, which is not from Ultralytics, does not have these restrictions. Do you know anything about this? Thanks!

[fajrihanggi]

hello, its works, but how can i fix "no labels found in detect set, can not compute metrics without labels"?

[ompatil]

Great stuff!!! Keep up the great content about Yolo models.

[sushanttwayana]

@ComputerVisionEngineer
I really appreciate the content you’ve shared in this video. I encountered a specific error while running the code and was wondering if you could help me resolve it. Your guidance would be greatly appreciated. Thank you in advance!

[divye.ruhela]

1) How much VRAM is required to train it locally?
2) Is there a limit to how many classes you can train together? I may have to create 200+ classes to train some poses!
3) Does one have to go through drawing the annotations manually? As in, since I am going to train human poses, can't I have Yolo/ SAM create bounding boxes surrounding humans automatically and then use some tool to edit the labels on those boxes?

[HOOMANESMAILIAN-mfyz]

hope you are doing well sir.
why are you not energetic like before??
thanks for your amazing video.

[bhukyapramod]

Can you say what could be the code/command line on colab if I wanted to test new image or video on model to predict?

[jonathanlew]

Appreciate the tutorial, but I keep getting the same error: 'DetMetrics' object has no attribute 'curves_results'. See valid attributes below. Any solutions?

[icyppej]

Hello! Thank you for this great tutorial. I was wondering in order to reproduce this, do I need to go through the annotation process in CVAT? Or would you be able to add all the datasets to the Github?

Also, how can I run this on Google Collab with the environments you have? Would you be able to share a Google Collab link?

[saraswati]

if i dont want to use the pre trained model that you are using in the video
how can i train my model on my dataset ??
please reply i want to build a project on my own for college

[flourencelapore]

Very life saver video sir, thank you sooo much. You just save my thesis project. But can i ask this one question, what if there are multiple images to classify? like a duck and a dog and a cat? how can i do that?

[rannvijaysingh]

I have a question.
Can I use YOLO model to train data and use my commercial project.

[coconutisland]

thanks alot, your video is very very useful ❣

[dynodyno]

Hello sir, I appreciate your video and guide. Could I follow these same steps for object detection within a video game? And just use screenshots and annotate for the game I want to detect in?