You will get Sports Video Analysis: Player & Ball Tracking
Top Rated
Top Rated
Project details
We build sports video analytics on real match footage — player and ball tracking, event detection, and player identification — across football, basketball, tennis, racket and combat sports. Detection (YOLO) plus identity-consistent tracking (ByteTrack/BoT-SORT) produces clean per-player data, not flickery per-frame noise.
The Standard tier adds event detection (touches, possession, rallies) and structured stats. The Advanced tier adds jersey-number OCR with roster matching and field/court calibration via homography — so positions and distances are measured in metres, not pixels, which is what makes coverage maps and analytics actually meaningful.
Honest note: accuracy depends on camera setup (a fixed broadcast angle is far friendlier than scattered phone footage). I'll tell you upfront what's achievable on your footage.
The Standard tier adds event detection (touches, possession, rallies) and structured stats. The Advanced tier adds jersey-number OCR with roster matching and field/court calibration via homography — so positions and distances are measured in metres, not pixels, which is what makes coverage maps and analytics actually meaningful.
Honest note: accuracy depends on camera setup (a fixed broadcast angle is far friendlier than scattered phone footage). I'll tell you upfront what's achievable on your footage.
What's included
| Service Tiers |
Starter
$900
|
Standard
$2,500
|
Advanced
$4,000
|
|---|---|---|---|
| Delivery Time | 10 days | 20 days | 30 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | 3 |
Number of Scenarios | 1 | 3 | 5 |
Number of Graphs/Charts | 4 | 4 | 4 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Frequently asked questions
About Gurinderjeet
Expert Data Engineer | ETL | BI | DBA | DB Design
100%
Job Success
Mohali, India - 4:00 am local time
I have worked across diverse industries, with hands-on experience in building scalable cloud data platforms, developing performance-tuned data models, and translating complex data into impactful insights for stakeholders.
Current Role: Lead Data Engineer
In my current role, I architect and optimize high-performance data platforms that serve both analytical and operational needs. My focus includes:
🔹 Data Warehouse Design & Cloud Architecture
Designed and implemented large-scale data warehouses on Google BigQuery, AlloyDB, PostgreSQL, and MySQL.
Created robust data models supporting both structured and semi-structured data.
Built domain-specific data marts for performance dashboards, enabling self-serve analytics at scale.
🔹 Advanced Looker BI Development
Developed and maintained sophisticated dashboards using Looker, incorporating advanced LookML modeling, derived tables, and custom visualizations.
Worked closely with business teams to translate KPIs into actionable dashboards that power strategic decisions.
Tuned performance of dashboards by optimizing Looker explores, joins, and underlying SQL.
🔹 PostgreSQL & MySQL DBA Expertise
PostgreSQL DBA: Optimized complex analytical queries, implemented materialized views, partitioning, and advanced indexing to support large-scale reporting. Notably, managed a Cricket Performance Data Warehouse, supporting real-time dashboarding and aggregated analytics.
MySQL DBA: Managed high-availability OLTP databases, performing index tuning, slow query analysis, schema optimization, and replication setup. Ensured data integrity and optimized read/write throughput for transactional systems and reporting layers.
Performed ongoing database health checks, implemented backup and recovery strategies, and automated maintenance tasks.
🔹 ETL/ELT Pipelines & Data Lakes
Built robust ETL/ELT pipelines using Python, SQL, and Talend, handling millions of records daily.
Architected medallion-based data lake solutions, integrating slowly changing dimensions for full historical tracking.
🔹 API Integrations & Data Ingestion
Engineered real-time and batch API connectors for ingesting data from CRMs, ticketing systems, and external data sources.
With a strong mix of backend data engineering, PostgreSQL/MySQL DBA expertise, cloud architecture, and Looker BI delivery, I deliver solutions that are scalable, performant, and aligned with business needs.
Let’s work together to unlock the full potential of your data.
Steps for completing your project
After purchasing the project, send requirements so Gurinderjeet can start the project.
Delivery time starts when Gurinderjeet receives requirements from you.
Gurinderjeet works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff & footage review
Confirm the sport, camera setup, and target metrics/events; review a representative clip.
Detection & tracking setup
Configure player + ball detection and identity-consistent tracking for your footage.