Key point Detection On Custom Dataset Using YOLOv7 | YOLOv7-Pose on Custom Dataset

[@bombcrypto9606]

Only video on the entire youtube platform which talks about custom keypoints for yolo. everyone else is only talking about hand or pose keypoints. Thank you so much for making this video!

[@CodeWithAarohi]

Glad this video helped you 🙂

[@Svkshi]

Do U have source code for key point detection in image using deep learning

[@EricH-v1n]

Your video really helps me a lot! I've managed to run keypoints detection on my own Xray image datasets. Thank you sooo much! Hope to see more tutorials🥰

[@CodeWithAarohi]

Glad my video helped you 🙂

[@ngoyang4077]

Hi,I receive the error index is out of bounds for dimension with size 0 when I tried to execute detect.py😢can you please help me

[@deepakalappapattar2424]

Hi mam, I am using Yolo and SAM together to first detect the object and then mask it and then make the background transparent. so how to apply this to large number of images? please reply asap

[@CodeWithAarohi]

kzbin.info/www/bejne/i6SWoHVsf9yqeLM

[@unknown_3415]

I have created a custom dataset of hexagonal nuts, bolts and washer. Nuts have 6 key points Bolts have key points from 50 to 130 Washers have 8 key points. What value to pass to the number of key points in .yaml file ?

[@clementkangombe8253]

Hi @codeWithAarohi, your video is really helpful. Just a quick question. Lets say for example you have 2 classes and each class has 1 keypoint. what should the nkpt be 1 or 2?

[@LunchAtRbees]

Hello, I’m not sure how to export this model to onnx? I have a custom model working in PyTorch, but want to covert it to onnx, and am having trouble post processing the results

[@rajbhanushali9152]

if my dataset has 2 classes, 1 contains 4 keypoints and other one contains 5 keypoints, what would be nkpts??

[@sa_ume]

Great video! Thank you so much!

[@CodeWithAarohi]

Glad it was helpful!

[@ericlyons11]

Great video but I'm having a hard time finding the "format conversion.py" to convert the coco data to yolo with keypoints. Can anyone point me in a direction?

[@CodeWithAarohi]

Mail me at [e-mail]. I will send you the file there.

[@yaoAbraham-wm5bq]

if,I keypoints is 10,i only adjust custom_kpts.yaml/yolov7-w6-pose_custom.yaml nkpt?

[@김지우-r5s]

do you know how to solve this error? AttributeError: Can't get attribute 'SPPF' on

[@CodeWithAarohi]

your code is out of date, and is autodownloading new models that it can't support. Your options are to update your code (recommended), or to manually download the older models you need from previous release assets.

[@nikhil-rane]

@@CodeWithAarohi Thank you for the insightful tutorial on YOLO v7 using a custom dataset. However, I'm encountering the same error as @user-po9mq7pv9d, which seems to be within your code. Could you kindly review and update the relevant part of the code to resolve the 'AttributeError: Can't get attribute 'SPPF'' issue? Your assistance would be highly appreciated.

[@IO-fz2sm]

@@CodeWithAarohi Mam, I am facing the same error.

[@dinamid92]

Where are the coordinates of the detected keypoints have been saved at the end?

[@CodeWithAarohi]

I am not storing the coordinates but if you want you can store by just fetching the values from output.

[@ngoyang4077]

Hi miss, I successfully train the model but when I run the detect.py, I receive the error: TypeError: unsupported operand type(s) for *: NoneType and int. Can you please help me to solve it😢

[@preetimaurya7471]

hello @CodeWithAarohi, can you please provide the solutions for the above error as I am getting the same

[@АннаЛагуткина-и5д]

How do you draw these lines between points??

[@АннаЛагуткина-и5д]

is there any dependences?

[@muhammadhammadbashir8989]

I have data having two objects and every object has multiple points, (23,11) I was facing error for having heterogenous number of points. So I made them regular by putting zero padding at end of 2nd object. Now I am having 74, keypoints for each row, 1 id + 4 bounding box + (23*3)=69 points for both object, I have two lines. My yaml looks like this # number of classes nc: 2 names: 0: A 1: B nkpt: 46 kpt_shape: [46, 3] but model starting saying he is looking for 46*3=138 +5 in totla 143 points, so every image is getting corrupted, Plz help me in resolving this.

[@muhammadhammadbashir8989]

my bad, since you have 2 objects and each having 23 points so it will be just replace in yaml nkpt: 23 kpt_shape: [23, 3] and all other strcutre will be same

[@sa-dhu1760]

Why didn't you make any changes in the Python files ?

[@just_sabyr]

Great video, thank you.

[@CodeWithAarohi]

Glad you liked it!

[@jordaocassiano]

Great video! Would it be possible to train the model considering that there would be more than one object (instance) of the same class per image, for example, in this case, several cups per image?

[@CodeWithAarohi]

Yes, you can do that

[@iyad863]

how to convert the dataset to Yolo format, nobody has the answer yet!!

[@CodeWithAarohi]

github.com/AarohiSingla/YOLOv7-POSE-on-Custom-Dataset/issues/1

[@bombcrypto9606]

please mention this in your video description as well because it took me a lot of time and then I decided to read your comments and here I found this link. ​

[@soravsingla6574]

Nice

[@CodeWithAarohi]

Thanks

[@joelbhaskarnadar7391]

ERROR: Could not find a version that satisfies the requirement onnxruntime==1.10.0 (from versions: 1.12.0, 1.12.1, 1.13.1, 1.14.0, 1.14.1, 1.15.0, 1.15.1) ERROR: No matching distribution found for onnxruntime==1.10.0

[@yashiverma5451]

getting the same error how to resolve it?

[@joelbhaskarnadar7391]

@@yashiverma5451 I tried yolo v8 it is working

[@avidiprasad2663]

@@yashiverma5451 did you guys solved this?

[@unknown_3415]

@@avidiprasad2663 In the requirements.txt, change the value to onnxruntime==1.18.1 (values are shown in the error itself) like 1.12.0, 1.12.1, 1.13.1, 1.14.0, 1.14.1, 1.15.0, 1.15.1 and so on...

[@rafaaracabral]

Aarohi, Could you share database? it is no more available in github

[@CodeWithAarohi]

Email me at [e-mail]

[@sanjoetv5748]

can you teach us how to implement this to android

[@CodeWithAarohi]

I will try to do a video after finishing the pipelined tasks.

[@indrakumari1854]

Hello mam, can u provide me with help on my project?

[@CodeWithAarohi]

Please mail me at aarohisingla1987@gmail with your exact requirement

[@方白东]

Hello, thank you very much for your teaching video. I encountered some problems while using YOLOV7 POSE and have sent you an email hoping to receive your help. Thank you very much! ask for help

[@CodeWithAarohi]

Replied there

[@sazzadhossain2398]

AttributeError: Can't get attribute 'SPPF' on how to fix it?

[@Laila_Ha_d]

i had this error and i fixed it by changing the number of keypoints. in my case i had 10 so i changed the line kpt = 10

[@pranavangre303]

@@Laila_Ha_d in which file have you made the changes??