Anurag_analysis

Applying ML and Applied Maths and Statistics on Football 📊
Main - @anurag_tale

[Anurag_analysis @anurag_analysis]

WHOSCORED & SOFASCORE PLAYER RATINGS DECODED -
While working for one of the major football academies in India, I developed my own 'Player Rating Algorithm'. During my research, I came across the fact that goals, assists, defensive actions sure have highest weightage but...

[Anurag_analysis @anurag_analysis]

Top of the mind improvements - Using the center of mass as the line-crossing anchor improves accuracy, avoiding missed reps when only part of the ball overlaps the line.

Your inputs and suggestions are appreciated.
Thanks @skalskip92 and @roboflow team for the tutorials.

[Anurag_analysis @anurag_analysis]

Automating Football Juggling Counter with Computer Vision

I was checking out the Roboflow Rapid : Build a Vision Model in minutes segment.
Came across a line counter workflow so decided to test it on a video to automatically count football juggling repetitions.

How it works:

[Anurag_analysis @anurag_analysis]

How it works:
- Football detection with RF-DETR (medium)
- Tracking via ByteTrack
- Rep counting triggered when the complete ball crosses a virtual knee-height line
- Live overlays: bounding boxes, labels, and juggling counts

[Anurag_analysis @anurag_analysis]

@just_avik W book💯

[Anurag_analysis @anurag_analysis]

@chadha_ishdeep Damnnn.... You may have unlocked a new job profile (a mix of tech and creative).

[Anurag_analysis @anurag_analysis]

I love it when fans urge the player to shoot and then he shoots and scores

[Aston Villa @AVFCOfficial]

The @morgz_10 nutmeg 😍
Amadou's pinpoint strike 😆

[Anurag_analysis @anurag_analysis]

A dream come true for a 12 year old me.

[Anurag_analysis @anurag_analysis]

@ballondor pedri not even in the top 10 is disrespectful

[Ballon d'Or @ballondor]

Ranked at the 11st place for the 2025 Men's Ballon d'Or!

@Pedri
@FCBarcelona
@SEFutbol

#ballondor

[Anurag_analysis @anurag_analysis]

Guardiola parking bus against Arteta is something I never expected

[Anurag_analysis @anurag_analysis]

@DataAnalyticEPL you may find it useful

[Anurag_analysis @anurag_analysis]

Ball recoveries, tackles, interceptions never told the full story about pressing sequences.
Pressing is blocking passing lanes, forcing bad passes, initiating pressure.

A new model captures and rewards them all.

Minho Lee & Geonhee Jo may have built a goldmine.
Breakdown👇

[Anurag_analysis @anurag_analysis]

I thoroughly enjoyed dissecting this awesome piece of work. If you come across more such research papers regarding football analytics, please share them.

Thanks for reading.

[Anurag_analysis @anurag_analysis]

Massive credit to the authors.👏

Minho Lee , Geonhee Jo, Miru Hong, Pascal Bauer and Sang-Ki Ko.