YOLOv9 Training on Custom Dataset in Google Colab with Roboflow

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In this video 📝 we are going to take a look at the new YOLOv9 model. I'm going to show you how you can grab a dataset, export it into a Google Colab notebook and train a custom YOLOv9 model on your own dataset.

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Timestamps:
0:00 Intro
0:35 YOLOv9 Github
3:16 Code Setup
5:38 Inference on image Pretrained Model
9:40 Dataset Annotation & Export
12:37 Train Custom YOLOv9
14:33 Traning results
17:55 Infrerence on Image Custom Model
19:12 Outro

tags:
#YOLOv9 #ObjectDetection #customdataset

[NicolaiAI]

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[balveersingh]

it's amazing to see how fast technology is evolving

[ninono]

Very good videos man, there are a ton of tutorials that do only the basics, but it's almost impossible find one that goes deep, so THANK YOU for posting your videos

[electrictechwithtaha]

Thank you much brother for your alot of effort in making this helpful video for us only you are the one which give us alot of info in this video and i understand your method again thank you soo much and keep it u

[clayworld-znoz]

Hello!! It is an excellent video. I have a doubt. I have created a custom dataset and followed your instructions. It has worked excellent for an image but not for a video. Can you please let me know how it can be done to detect the objects from a video??? Please.. Thank you sir.

[rozluthermeesala]

Hey!! I really love your video. May I know what did you do at 6:42 ? I got the same error you got and I am trying to resolve it. May I know where did you paste the image ? Thank you.

[anningkyeireginald]

Sir i to use this on object defection where it will detect that this bottle is defected and give the areas where the defecction is say the label and vice versa too. Do you have video on that or how to implement that?

[ronaldo-iriz]

at train custom model, how to specify the batch, and image? we have to refer from where?

[greatsarmad]

Awesome video as always man! I have a technical question since I'm new to this. How can I create a bounding box in a specific area and check if it contains anything? For instance, how do I draw a box over a parking spot on an image or video and ask the model to count cars within that box? I'm thinking of something similar to the line-crossing counting method, but applied to a whole box. My goal is to determine if something, not just what is recognized, is within a predefined area.

[MegaLenni]

@NicolaiNielsen thanks for the tutorial.
When using roboflow and the yolov9-c or yolov9-e model I get an AttributeError: 'list' object has no attribute 'view' in the train.py file line 168:
File "/content/yolov9/utils/loss_tal.py", line 168, in <listcomp>
pred_distri, pred_scores = torch.cat([xi.view(feats[0].shape[0], self.no, -1) for xi in feats], 2).split(

can somebody help me solving this issue?

[manurono]

Is there a way that one can get an annotation .txt file with the predicted image

[rohanpokale]

Can anyone give link for Yolov9 Segmentation colab notebook

[heejins]

Thank you so much for this video. Is it feasible to train YOLOv9 on a custom dataset for different types of waste (paper, plastic, glass, etc.)? I will be the one capturing the images and annotating them.

[minditon]

Does anyone know how to resolve this error

File "/content/yolov9/utils/augmentations.py", line 248, in copy_paste
l, box, s = labels[j], boxes[j], segments[j]
IndexError: list index out of range

[ReadyMedia-no]

Thank you! Are there currently any AI Edge cameras able to run this model? We are looking for a solution to count people in large auditoriums with 500 seats and 30M distance between Camera and furthest person.

[EgorPristavka-hnto]

Does this model support OBB? If I'm not mistaken, 8.1 did, but what's about 9th version?

[XEQUTE]

cool video,

I was thinking, it would amazing if you could do a video on yolov9's face recognition capabilities. I am working on a door access project and was thinking of using yolov9 for face recognition

[SahilNegi]

i am getting this error
File "/content/drive/MyDrive/yolov9/train.py", line 196, in train
assert mlc < nc, f'Label class {mlc} exceeds nc={nc} in {data}. Possible class labels are 0-{nc - 1}'
AssertionError: Label class 1 exceeds nc=1 in Possible class labels are 0-0

any idea how to solve this error ?please

[ronaldo-iriz]

can i know what to custom on data.yaml cuz in my data doesnt have valid data?
train, 80%, test 20%

[ronaldo-iriz]

"RuntimeError: DataLoader worker (pid 6246) is killed by signal: Killed."?. What does it means?