Computer Vision for Football Analysis in Python with Yolov8 & OpenCV

Deep learning web application for football analysis with Streamlit.

Used material links:
Annotation tools:

Let's connect:
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If you have any question, suggestion, or remark. Feel free to leave it in a comment below!
Until next time, stay safe!
#MLWH

[marcounipd]

Searching for a video like this from months, great content!

[ahmedboulahia]

Great content! The result is so professional 👏 👏

[MichaelMacDonald-imbq]

Kognia Sports Intelligence has built this 5 years ago, and has 4 global patents. In fact, not only does Kognia detect "events" and "physical" stuff, but also can detect 100s of tactical soccer movements (example: when players have movement behind the defensive line, etc.) it's very advanced!

[TauquirAhmed-peou]

Amazing project with great explanation

[abdelmajidkansoussi]

Great work Mr Hamza. Please upload more content

[patrickmcc]

Really insightful. Would this be possible with live streamed video of a match? If you were using the same fixed camera?

[vivekgangurde]

Great work u have provided me great insight for my project its really helpful thank you 😊

[abrahamceviz]

Türksünüz herhalde. Aksanınız hoşuma gitti :) Dinlemek oldukça güzel sizi

[mdriad]

great man! we want more end to end project like this.

[obsidian_fury]

Great work my man, thnx for the share.

[raylenders]

Hey, good work reducing computing data when you reduced the homogenous matrix update frequency.

[minuanand]

hello, I am stuck in an project where I have to track the movement of a cricket ball, so can you help me in that?

[bayda]

great work. can you upload the dataset to the Roboflow so we can download it easily?

[bayda]

can we use google colab or host the web application on a server with GPU to improve the tracking speed?

[punkysuen]

Is it possible to assign field keypoints on 180 degree camera video to have a proper detection? The field does not show straight line on 180 degree video.

[Kishi]

Dear Sir, can the project also be using for other detection, like these 3 parameters ( Bus, car and truck) with datasets annotated already and video are available, if possible let me hear from you Sir, once again you have done a great job

[nguyen_van_thang_]

thank you so much. Where can I get the dataset, sir?

[zorananastasius]

what website was used for the Footbal Players Detection ??

[BerkerTomac]

Thank you for this great content! Is it possible for you to share the datasets for Players and Keypoints, couldn't see them in your repository. Once again brilliant video.

[kappaebi]

Thank you for this video! Very interesting to me. Would you tell me how you got technical recording game? I want to get recent technical recording games in Premier League.