Python: Custom Object Training and Real Time Object Detection with Yolov5 (GPU Implementation)

⭐️About this video

I will be going step by step through the process of getting you up and running with Yolov5 and creating your own custom training and detection on your Window machine.

🚀What is YOLOv5?
YOLOv5 is a family of object detection architectures and models pretrained on the COCO dataset, and represents Ultralytics open-source research into future vision AI methods, incorporating lessons learned and best practices evolved over thousands of hours of research and development.

🚀Why YOLOv5?
YOLOv5 is the Leader in Realtime Object Detection, because of PyTorch implementation, fast in speed, high in accuracy and light in size.

🌟🌟TABLE OF CONTENT

Create Dataset

Create Labels

Train your Custom YOLOv5 model

Evaluate Custom YOLOv5 Detector Performance

Run Inference With Trained Weights
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⭐️⭐️⭐️Get the FREE notebook:

Credit to: Abdullah Ayantayo to support this FREE video

[dancarrett]

Thanks a lot for this video and notebook! Very clear!

[soumendas-bcrec-ece-]

Can you please tell me how to resolve the problem of " the system cannot find the path specified " even though it is already inside the folder.

[rohanpokale]

I came to see this video when I saw python written in video name. But I didn't found anything related to python. Please edit the video name.

[umar_muhammad_yaree]

Thanks for the video
I have a task which is pedestrian detection and congestion measurement
I need to build a model that can detect pedestrian and also be able to say if the frame is congested
For example let's say in a frame greater than 20 people means congested

[Wasi.Gillani]

Hi bro how are you, Why you are using Yolov5 instead of Tensorflow, I want to start new project regarding deep learning, but I am stuck in chosing technology. Please guide if you have any knowledge. Thanks 😊

[Grayando]

Hello, I went through your first Tutorial on using the standard object detection, although it took me awhile, I got there in the end.... Iam now following along with this tutorial, but Iam stuck on the notebook. How do I open and setup the notebook? I clicked the link but it does not take me to the page shown in your video? Iam really loving these tutorials and hope so much to be able to carry on, thanks for all that Iam learning from you... '' }