From Beginner to Pro: Deploying Custom YOLOv5 Models for Object Detection with OpenCV

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In this video 📝 we are going to Deploy a Custom YOLOv5 Object Detection Model with OpenCV. We will create a class where you can put in a youtube video that you want to detect objects in. We will go over each line of the code, talk about how to set it up, and how to run the program.

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Tags:
#YOLOv5 #ObjectDetection #DeepLearning #DeployModels

[NicolaiAI]

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[mawriyoestie]

I've been exposed to your channel and find each video extremely informative. You surely have had a massive impact in the Computer science realm. Keep it up!

[jeanzyx]

this is exactly what i was looking for

[riohansonmanalu]

thank you so much, thats a great video, i want to ask how to retrieve which class the model predicts.

[robr]

Any suggestions for me? I detected an object but I want to register or align it automatically. Any thoughts on how I can do this?

[agrimechatronic]

Hello.First of all thanks a lot for these great tutorials.I need help.I am doing object detection and I have 1 question.What if 2 objects are in same window.I mean 2 blue things are in same window. In which one will motors go? Can we do a filter for them for ex: go at the nearest one, wait x seconds and go to the second one.I asked these because i will burn detected objects and I need any filter.Can you help me? Thanks a lot.

[ruxandraioana]

hey! I am currently running Yolov5s on my custom dataset with static images. While training, after each epoch I get the warning: NMS time limit 0.580s exceeded. Unfortunately, I couldn't solve this issue. Do you know why is this warning?

[ahuman]

Hi, can you make 1 tutorial using taco dataset to implement yolov5? I have face many problems during implementing it..

[abderrahmenmelliti]

Thank you so much, I just want to ask you if we can increase the number of FPS, I got only 5 FPS and I don't know why?

[justweijers]

Hi Nicolai, great video series on Yolov5! It has helped me a lot in my thesis.
The only thing I still can't figure out is how a model can be deployed without an internet connection.
Any help would be greatly appreciated :)

[daroldnabelgas]

Hello sir, Can I ask which video tutorials of yours should I start before doing this? Im a student and im hoping to learn this algorithm and currently dont have any idea where should I start. Thanks in advance sir.

[vipinsou]

How much epochs you trained for this model.

[faishalichal]

hey what kind of pc do you use? if my pc doesnt have graphic card, is it can run the program ? thanks

[yash]

Hi, in which repository on your github can we find the code used in this video and the code for MugDetection?

[sergefoko]

hello and really thank you for this work that you do, and wish you a lot of courage.
I would need help because I am new to the subject, but on my master's project I have to use a realsense camera to determine the average depth of the texture of a surface with a neural network. For this I would like to obtain from the image of the surface taken with the realsense (RGBD camera) a depth map, i.e. to have for one pixel (Xi, Yi) of the image of the surface the depth Zi corresponding. which could represent the input data of the network that I will train by associating to each surface image an average depth value calculated manually as a target value. and I would like to know where to find the complete python code of a CNN network that I could modify for my project especially the backpropagation part
hope to read you

[CRsquared]

The accuracy when running this script is extremely low/not even detectable, yet when ran with the detect.py script on the yolov5 GitHub, the weights detect it fine. Is there a fix for this?

[emmy_jon]

Hello Nicolai! How do I get this code?

[reubydoobydoo]

when i deploy my yolov5 model on opencv (which i trained on colab) the accuracy is much worse than when i tested it on colab. Do you know why this is?

[salihaliyi]

Thank you for your an amazing
I trained my model on coolab and download the result the weight and the configuration too and now I wanna to use it on CPU and without ethernet, how can i load my trained model. in your case you use but in my case i have the model on my computer and have no ethernet so, can you suggest me the way thank u

[ganeshjoshi]

How to run this code without connected to internet.