PortfolioQuickFeet

QuickFeet

Real-time scoring • Computer vision football training
Computer Vision + Mobile App

A computer vision system that tracks football players' footwork during agility drills, providing real-time scoring and progress analytics. Used by training academies and amateur clubs.

QuickFeet

Quick Facts

Platform
iOS (Swift), CoreML
Status
Shipped & Delivered
Project Type
Computer Vision

Overview

A computer vision system that tracks football players' footwork during agility drills, providing real-time scoring and progress analytics. Used by training academies and amateur clubs.

Key Highlights

Real-time scoring • Computer vision football training

Full-stack product development

Production-ready delivery

The Challenge

The technical and business problem we needed to solve

Build a mobile app that uses computer vision to track foot movements during drills like ladder runs, cone weaves, and shuttle sprints—delivering instant feedback and scoring without requiring special hardware or markers.

What We Built

End-to-end product development and delivery

iOS app with real-time computer vision processing (CoreML)

Custom ML models trained on football agility drill footage

Real-time foot tracking and scoring algorithms

Drill library with video demonstrations

Progress analytics and leaderboard system

Coach dashboard for reviewing player performance

Video recording with overlay annotations

Technology Stack

Modern, reliable technologies chosen for performance and scalability

Backend

PythonTensorFlowFlaskWebSocket

Mobile

iOS (Swift)CoreMLVision frameworkAVFoundation

Databases

PostgreSQLS3 for video storage

Infrastructure

AWSCloudFrontLambda for video processing
Proven Results

Results & Impact

Real metrics from a shipped product in production

Used by youth football academies across the UK

Real-time scoring accurate within 0.1 seconds

95%+ foot detection accuracy across varied lighting conditions

Featured in sports tech publications

Download the App

Available on iOS, Android

Building computer vision or sports tech? We've done real-time tracking at scale.