YOLOv5 training with custom data

YOLOv5 training with custom data
YOLOv5 training
In this video we will see how we can train a Yolov5 model on a custom dataset.
Yolov5 Repo: github.com/ultralytics/yolov5
LabelImg: github.com/heartexlabs/labelI...
YoloV5 TensorRT on Jetson Nano: • Jetson Yolo TensorRT
Build YoloV5 into TensorRT Engine in Jetson Nano: • Running YoloV5 with Te...
Jetson computer vision full course: • Jetson Computer Vision...
Watch full Jetson playlist: • Jetson Computer Vision
Nvidia Jetson Inference: • Nvidia Jetson Inferencing
Contact: [e-mail]
YOLOv5 training with custom data,custom training,train yolov5 on custom dataset,data custom,train yolov5 on custom data,custom dataset,training custom dataset,custom object detection,custom object detection training,data science,yolov5 custom dataset,custom detector,yolov5 custom object detection,yolov5 custom dataset github,yolov5 training,custom datasets,custom datasets yolov5,yolo v8 custom dataset,training,data scientist,train a custom yolov4 detector

[@mq8080]

Could you make a video about multitask yolov5 training (detection+segmentation) ? Please

[@kuaranir2440]

Hello. How to limit the size of bounding boxes? My objects usual have small size, but sometimes model returns too big boxes

[@kumarsheshankshekhar7259]

my custom trained model is not getting converted to wts file, its showing error something related to anchor grid

[@simonjainluiz9857]

Illegal instruction ( core dumped ) it's the command i am getting while trying to train my custom data. What is the problem ?

[@vinao000]

Hi friend, thanks for the explanation. I'm having some problems to train with my graphic card. It uses myu CPU instead. Any idea how to solve that? Thanks

[@simonjainluiz9857]

Hi how to check that

[@simonjainluiz9857]

Did you solved it

[@WastiPlayX]

u need to install cuda for your nvidia gpu(supports only them).For each gpu they have own version the cuda.And after that u must install torch and his depenties that requires your version of cuda.And in cmd when you wrote train pass --device 0(index of your gpu).I hope that i helped u

[@vinodkinoni4863]

Nice

[@kemalkartal366]

hello,
Can we add the object trained with the custom dataset to the other 80 object YOLO weights? As a single weight of 80+1. Can we increase the weight of the existing 80 objects?
thanks.
normally yolo weight consists of 80 objects.
Can we add new objects to objects of this weight by training with custom datasets?

[@vilhelmkrag5549]

I was wondering the same, did you find any answere?

[@ayongolouisalbert723]

Someone managed to do it on windows, i'm willing to pay for a video tutorial on windows.

[@user-vy5lm9fj5w]

Can I also do object detection in real time after training on custom data?

[@RocketSystems]

Yes

[@user-vy5lm9fj5w]

@@RocketSystems is there a video about it?

[@RocketSystems]

I have made full playlist on it: Jetson Computer Vision: ua-cam.com/play/PLWw98q-Xe7iH2zy8f7qZrmGhnheJtfXZB.html

[@user-vy5lm9fj5w]

@@RocketSystems thank you

[@saikrishnavaijwade8664]

Sir how we get weight file and config file because i want to use it in opencv

[@RocketSystems]

What is the error

[@saikrishnavaijwade8664]

Sir I want to use that file in vs code so how can I get it

[@saikrishnavaijwade8664]

​@@RocketSystems sir can you make video for Google colab pls

[@johnkebadlejohn]

Where's the github directory sir?

[@RocketSystems]

Please check description

[@johnkebadlejohn]

@@RocketSystems sir can we train custom dataset on cpu and on pycharm

[@RocketSystems]

You can but CPU will take hours to complete 1 epoch so its not recommended. Train only on GPU and you can use google colab

[@johnkebadlejohn]

@@RocketSystems ok sir and thank you so much for responding