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Football Players Pose Estimation | YOLOv7 | Google Colab | step-by-step Tutorial 

SkalskiP
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21 авг 2024

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Комментарии : 41   
@cecijos
@cecijos Год назад
Delighted to see the tutorial. Thanks for sharing Piotr!
@SkalskiP
@SkalskiP Год назад
Thank you very much :) Feel free to subscribe. New Kaggle competition is up: www.kaggle.com/competitions/nfl-player-contact-detection and I'll most likely drop some video about it soon :)
@ssaniljainn
@ssaniljainn Год назад
Came here after I saw a LinkedIn post of you! Great work!
@dukezacks
@dukezacks 6 месяцев назад
Your work is truly exceptional, and I greatly admire it. I'm optimistic that, in time, you will skillfully implement animal 3D pose estimation using YOLO. Keep up the remarkable work!
@krzysztofkosecki
@krzysztofkosecki Год назад
Great job! Happy to help ;)
@SkalskiP
@SkalskiP Год назад
Thank you very much once again! Respect for those mad skills!
@ShravanKumar147
@ShravanKumar147 Год назад
Great @Skalski, keep doing suc amazing projects, --- subscribed for more...
@SkalskiP
@SkalskiP Год назад
You made my day! I'll do my best :) Thank you!
@jekaterinajaroslavceva3722
@jekaterinajaroslavceva3722 5 месяцев назад
Awesome video and project, thank you for sharing!
@mohammad-ghadri
@mohammad-ghadri Год назад
Awesome, we want more videos :)
@SkalskiP
@SkalskiP Год назад
Thanks a lot. I'm doing my best, but I have a lot to do at work. If you want to watch my videos, you can do it on the Roboflow channel: www.youtube.com/@Roboflow. I usually produce one video a week there.
@itayhilel2168
@itayhilel2168 Год назад
let's go!!!!! love this !!
@SkalskiP
@SkalskiP Год назад
It is so nice to hear that! 💥
@leonidas1983
@leonidas1983 8 месяцев назад
great explanation! cool 😎
@ldomina9449
@ldomina9449 Год назад
Awesome! Thank you for sharing your code :) Can I ask you which camera did you use? I want to try your project too, and I wonder each scene matches in same timestamp when you put two videos for estimating correct 3d data.
@jordils6911
@jordils6911 Год назад
@Skalski, that looks so nice! Would it work in real time using two live video streams?
@SkalskiP
@SkalskiP Год назад
Thank you! This is actually very good question. With current setup I got 3 FPS on Tesla T4, so we would need to get a lot more efficient. But I think that combination of smaller model and more powerful GPU could bring us to 20 FPS
@audiofiabe4217
@audiofiabe4217 4 месяца назад
AMAZING
@asdfds6752
@asdfds6752 Год назад
Great work! I have been working on a very similar project, but done live for multiusers at around 15fps. I was wondering how do you fuse the info from the 2 cameras in the 3d model? Do you know the position of each camera? Or one camera relative to the other?
@SkalskiP
@SkalskiP Год назад
I open sourced the code. But I'm working on a blog post right now. Any specific stuff that you'd like to read about?
@asdfds6752
@asdfds6752 Год назад
@@SkalskiP it would be great to have some details on your 3D modeling for positioning the 17 joints in space. I understand you have some relative solution, where you preset the size (height) of the model to 1000. I am interested in a 3D positioning in space of the joints with a given coordinate origin. I was wondering if you have some insights or thoughts on that.
@SkalskiP
@SkalskiP Год назад
@@asdfds6752 Yes I try to calibrate both models to the same pre set dimensions. I’ll try to include that on blog. I should be sharing that link this week on LI.
@moses5407
@moses5407 Год назад
​@@SkalskiP please post a link to that blog article. Thanks!
@SkalskiP
@SkalskiP Год назад
@@moses5407 hi! I'm still working on it... have 500-600 words already. But have so much work, I don't have time to finish. :/ Sorry for that.
@nathanaelhutama3277
@nathanaelhutama3277 Год назад
@Skalski, have u ever trained keypoint detection with other architecture (OpenPose, pifpaf, etc) but with custom dataset? I'm sry if my question is a little off topic hehe....
@welsonfy5246
@welsonfy5246 Год назад
Very good job! Can we send in .bvh format the result of the animation?
@madeshprasadc2551
@madeshprasadc2551 Год назад
can you make a tutorial on tracking objects in multiple cameras?
@SkalskiP
@SkalskiP Год назад
Just so I understand. You mean object detection tracking or key points tracking?
@madeshprasadc2551
@madeshprasadc2551 Год назад
@@SkalskiP tracking the object, for example, if person is captured in a camera lets say he has ID 1, he should be tracked by other camera with same ID.
@SkalskiP
@SkalskiP Год назад
@@madeshprasadc2551 understood! Sounds like interesting video to do. Let me think about it. For now I have my hands full with deep fake video.
@madeshprasadc2551
@madeshprasadc2551 Год назад
@@SkalskiP and a tutorial on how to train paddleOCR. model on custom data
@juleranderson6068
@juleranderson6068 Год назад
Hello, nice video! When I try to replicate the project, by doing the following: from utils.general import check_img_size from models.experimental import attempt_load It doesn't seem to recognize those files and it shows the following: Import "utils.general" could not be resolved(reportMissingImports) Import "models.experimental" could not be resolved(reportMissingImports) How can it be solved? Because after executing that block of code, it no longer allows to make a correct plot_image Can you help me please?
@welsonfy5246
@welsonfy5246 Год назад
Hi, how to access the site of your tutorial?
@ssaniljainn
@ssaniljainn Год назад
Do you think this can be done in Mediapipe?
@moses5407
@moses5407 Год назад
Do you do contract work?
@SkalskiP
@SkalskiP Год назад
It depends on the contract and the work :)
@moses5407
@moses5407 Год назад
@@SkalskiP Haha! Good answer :). I'm interested in the possibility of taking this to a real time solution using 2 synced cameras and a fairly standard laptop (with GPU)
@SkalskiP
@SkalskiP Год назад
@@moses5407 hm… I’d love to see that happening :) I’d say it should be possible.
@moses5407
@moses5407 Год назад
@@SkalskiP can you give me an estimate to do that work?
@binh8172
@binh8172 Год назад
great tutorial, i've been making a project about human pose estimation (just in case of study) and i am stucking in this field about yolov7 right now, i really need some help, how can i contact you
@SkalskiP
@SkalskiP Год назад
Hi! You can reach out to me here: github.com/SkalskiP/sport/discussions/categories/q-a
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