THIS IS LITERALLY SO GOOD. IT WORKS EXTREMELY WELL, THERE WERE SOME THINGS I HAD A LITTLE TROUBLE WITH BUT STACK OVERFLOW SOLVED IT QUICK. YOURE THE BEST FR
Thanks for this video! When you train the custom model, does it get rid of the default object detection? What's the best way to ensure we keep the pre-trained model and just append the custom objects to it?
I'm noticing some potential overfitting in our YOLOv11 model. I'm wondering if the way we're using caching might be a contributing factor. Could we brainstorm some strategies to ensure our training data is presented to the model in a way that minimizes overfitting, such as shuffling or refreshing the cache?
Hi, i could not see the files best.pt in weights, can you help? Inside weights were 2 zip folders: best and last. I extracted them but could not find the file best.pt anywhere. Im on linux.
Hello! I have some sort of a bug when I train my model. I have a 4VRAM gpu and I receive an error that I do not have enough space, even if i reduce the size of the batch and using the nano yolo version. Then i moved to cpu, having 24gb ram, and after 2/3 epochs the training stops randomly without any warning. Any idea why this happens?
@@TheCodingBug Regarding to cuda error, is there a gradient accumulation argument to use. I don't think training with a single sample per optim step is fine. The problem with sudden stopping is not yielding any kind of error or warning. The last thing i see in the console is the epoch progress and then the path of the program on the next line:). Some said it might be from lack of memory but 24gb should be more than enough for such a small yolo. Maybe i'll go on colab even if i hate it.
You are the best, for real (thumps up) . You are able to explain me the model in 20 min for what others needs days
THIS IS LITERALLY SO GOOD. IT WORKS EXTREMELY WELL, THERE WERE SOME THINGS I HAD A LITTLE TROUBLE WITH BUT STACK OVERFLOW SOLVED IT QUICK. YOURE THE BEST FR
mannnnnn.....you are the sos of my ship today......make more videos like this....thanks once again
The best explanation, simple, fast and reliabble!!!!
I got it working right away, thank you!
I am glad it worked out fine.
@@TheCodingBug I have cuda 11.8 version but it saying false
Is it mandatory to install 12.1 version?
This Video was amazing. I like how you explain it, like I was 4years old. Thank you very much you deserve like and subscribe
thank you for the tutorial!
Thank you very much! Very useful video! You helped me a lot🙂
I am glad you found it helpful.
Thanks for the tutorials !
perfect
very useful for the initiatives
nice brother
Wonderfull!!! Thanks so much!!!
Nice is work, you good helped my. Thank!
You thanks 😄
I have a question, how does it work for people on windows. I just saw this and knew it would be helpful.
This tutorial was recorded on windows. It works flawlessly.
Thanks for this video! When you train the custom model, does it get rid of the default object detection? What's the best way to ensure we keep the pre-trained model and just append the custom objects to it?
Yes it will not detect original classes. You'll need to meege your data annotations with oroginal coco data annotations to achieve this.
Yo thanks 🙏
Puedo usar este modelo para una raspberry pi 4???
Bro can yo do a video how to generate graph from the trained model
I trained a small dataset (53 samples) of one egg in different positions and places, but never detected any of them during prediction process
UPDATE: it's worked after adding the parameter amp=False to train function and trained the model again
@@wessambasilpodrías pasar el comando que usaste???
@@gonzalomartinromeroabanto5101 model.train(data="dataset.yaml",imgsz=640,batch=8,epochs=100,workers=0,device=0,amp=False)
@@gonzalomartinromeroabanto5101 model.train(data="dataset.yaml",imgsz=640,batch=8,epochs=100,workers=0,device=0,amp=False)
I'm noticing some potential overfitting in our YOLOv11 model. I'm wondering if the way we're using caching might be a contributing factor. Could we brainstorm some strategies to ensure our training data is presented to the model in a way that minimizes overfitting, such as shuffling or refreshing the cache?
sir how can we perform it on pycharm or visual studio code
interesting thx! export to tensorflow_lite means you can use ultralytics to make the model and then use it on ESP32cam?
Yes. But use nano version (smallest).
how I use this with tensorrt ? quand why some peoples use pytorch or tensorflow for this
You can export the model to tensorRT via model.export.
Hi, i could not see the files best.pt in weights, can you help? Inside weights were 2 zip folders: best and last. I extracted them but could not find the file best.pt anywhere. Im on linux.
sir can You please provide your dataset
It's available for our Patreon supporters.
i cant run the command pyhton train, it dont works for me, do you know any solution?
You have spelling mistake.
Hello! I have some sort of a bug when I train my model. I have a 4VRAM gpu and I receive an error that I do not have enough space, even if i reduce the size of the batch and using the nano yolo version. Then i moved to cpu, having 24gb ram, and after 2/3 epochs the training stops randomly without any warning. Any idea why this happens?
I am not sure about sudden training stop. Can you share the error?
About "out of cuda memory" error, reduce the btch size to 1.
@@TheCodingBug Regarding to cuda error, is there a gradient accumulation argument to use. I don't think training with a single sample per optim step is fine.
The problem with sudden stopping is not yielding any kind of error or warning. The last thing i see in the console is the epoch progress and then the path of the program on the next line:). Some said it might be from lack of memory but 24gb should be more than enough for such a small yolo. Maybe i'll go on colab even if i hate it.
Can i have ur images and video for training and test?
The trained model, code, images, video is available for our patreon supporters.
Bro pls do video for amd🙏🙏🙏 i mean rx6700xt or others/// I know that is possible via ROCm but i dont know ho to do it:///
I will try.
@@TheCodingBug thank you!
How I contact you
You can contact me via LinkedIn. The link is pinned on my channel home page.
Tic Tok election Scam, ex the exporter,CEO managers,let the seats fill the proper players,then fed it, government should then,wing some venues.