What We Do
Smart. Secure. Enduring. AI built to empower.

OUR AI CAPABILITIES

Rapid POC & MVPs

Vision AI

Generative AI

Edge AI

Conversational Intelligence

Data Engineering

AI Product Development

Data Annotation

Hire AI Developer

Machine Learning & AI Engineers

AI Research Engineers

Computer Vision Engineers

AI Architects

Generative AI Engineers

Full stack AI Engineers

Edge AI Developers

Cloud & MLOps Engineers

LLM Engineers

Quickly turn concepts into working prototypes for faster validation and business impact
Smart. Secure. Enduring. AI built to empower.

Rapid POC & MVPs

Conversational Intelligence

Vision AI

Data Engineering

Generative AI

Edge AI

Data Annotation
AI Impact
Intelligence, built together

At Brainy Neurals, we work alongside businesses to create AI solutions that enhance human potential and unlock new opportunities

Healthcare & Life Sciences

Infrastructure & Construction

Manufacturing

Transportation & Logistics

Sports & Performance

BFSI

Media, Marketing

Retail Intelligence

Agriculture & Smart Farming

Law & Legal Intelligence
Smart. Secure. Enduring. AI built to empower.

Rapid POC & MVPs

Conversational Intelligence

Vision AI

Data Engineering

Generative AI

Edge AI

Data Annotation
Case Studies
Products

CropNetra

AI-powered farm monitoring that detects crop issues early, reduces manual checks, and boosts with smart visual insights.

NeuroHire

AI-driven hiring platform that automates screening and matching, helping teams find the right talent faster and smarter.

CropNetra

AI-powered farm monitoring that detects crop issues early, reduces manual checks, and boosts yield with smart visual insights.

NeuroHire

AI-driven hiring platform that automates screening and matching, helping teams find the right talent faster and smarter.
Company
Perspectives
Career

Basketball Video Analytics and Player Tracking System

We developed a computer vision based basketball analytics platform that automatically tracks players, the ball, and in-game events directly from match footage with no need for sensors or manual tagging.
The system gives coaches and analysts real-time insights into player positioning, movement, and performance, helping teams make faster, data-driven decisions and optimize their strategy effectively.

Summary
Problem
Objectives
Challenges
Solution
Technologies
Architecture
Results & Impact

// 👇 Auto focus active item in scrollable nav // On scroll // Smooth scroll on click top: target.offsetTop - 100, // adjust offset for sticky headers

Problem

Lorem ipsum dolor sit amet
consectetur.

Objectives

Build a Sensor-Free Analytics Platform
Develop an AI-powered analytics system that works directly from match footage without requiring sensors or manual tagging.
Enable Real-Time Player and Ball Tracking
Use computer vision to detect and track player positions, ball movements, and actions accurately in live or recorded games.
Automate Key Event Detection
Automatically recognize and classify in-game actions such as goals, rebounds, assists, and defensive events.
Provide Visual Performance Analytics
Generate player heatmaps, movement trails, and positional data to help coaches and analysts assess strategy and efficiency.

Challenges

Achieving accurate player detection and identification under varying camera angles and lighting.
Differentiating between players and referees during rapid in-game motion.
Maintaining real-time performance while processing high-resolution match videos.
Ensuring tracking stability despite occlusion and overlapping players.

Solution

We built a video analytics system that uses advanced computer vision models to detect, track, and analyze players frame by frame.
The system accurately identifies players, ball trajectories, and event outcomes , such as rebounds, passes, and goals , directly from standard match recordings.
It generates visual overlays like heatmaps, positional movement trails, and player comparisons, helping teams analyze performance and optimize strategy effortlessly.

Key capabilities include:

Player & ball detection using YOLOv8 and custom event classification.
Automated tracking and positional mapping in real time.
Action detection for offensive and defensive events.
Automated match reports with team and player summaries.

Technologies

Architecture

Match Footage:

The system processes recorded or live basketball game footage as input.

Frame Extraction:

Each frame is separated for analysis to capture player and ball movements precisely.

Object Detection:

AI models identify players, referees, and the ball in every frame using YOLOv8.

Tracking & Event Recognition:

DeepSORT and custom classifiers follow players across frames and detect events like goals, rebounds, or passes.

Analytics Dashboard:

The processed data is visualized as heatmaps, performance stats, and positional summaries for coaches and analysts.

Results & Impact

Sensor-Free Tracking player and ball movement tracking without the need for hardware sensors.

Time Savings for Coaches automates match analysis that previously took hours, freeing staff for strategic preparation.

Data-Driven Coaching Decisions Positional maps, heatmaps, and performance stats to guide training and game-day decisions.

Scalable Across Sports: Quick adaptation to football, hockey, or other team-based sports.

Problem solved. Brainy Neurals accelerates AI
development for everyone

Let’s transform your business with custom AI solutions — from
ideation to deployment.

Here’s What Clients Say About Working With Us

Let’s transform your business with custom AI solutions — from ideation to deployment.

What Our Clients are Saying

We’ve partnered with global businesses to deliver AI solutions that unlock growth, efficiency, and innovation.

Cornelius | Founder, Shatterpoint

“Brainy Neurals' AI algorithms have provided us with invaluable insights that have transformed our decision-making process. Their dedication to innovation and exceptional customer service make them the go-to partner for AI solutions.“

Vineet | Gauss Moto Inc

“Working with Brainy Neurals has been a game-changer for our organization. Their expertise in AI technology and their ability to tailor solutions to our specific needs have helped us stay ahead of the competition.“

Vlad Tudor | Founder, Sapio AI

“My experience with this RAG project was great. The team built a system that delivers accurate, context-aware responses. From summarizing documents to answering complex queries and improving knowledge retrieval, their efficient implementation ensured smooth and reliable performance.“

Dr. Alper Altinok | CEO, Bugmapper

“Working with Brainy Neurals has been a remarkable experience for our greenhouse farms. Their AI-powered chatbot provides real-time insights that have completely transformed our insect monitoring process. Their expertise and innovative approach have truly made a difference!“

Helen Yang | Founder, Andes Risk

“Brainy Neurals has done an outstanding job in developing an AI-powered chatbot that streamlines investor profiling. By leveraging advanced data analysis and LLM integration, they’ve made it effortless to understand each client’s risk tolerance and investment behavior. Truly impressive work!“

Ready to turn your AI
Ideas into impact?

We’re here to help.

Let’s Connect to help you and your team

Smart. Secure. Enduring. AI built to empower.

Smart. Secure. Enduring. AI built to empower.

Intelligence, built together

Smart. Secure. Enduring. AI built to empower.

Smart. Secure. Enduring. AI built to empower.

Smart. Secure. Enduring. AI built to empower.

Intelligence, built together

Basketball Video Analytics and Player Tracking System

Tags

Summary :

Problem

Problem

Objectives

Challenges

Solution

Technologies

Architecture

Results & Impact

Sensor-Free Tracking player and ball movement tracking without the need for hardware sensors.

Time Savings for Coaches automates match analysis that previously took hours, freeing staff for strategic preparation.

Data-Driven Coaching Decisions Positional maps, heatmaps, and performance stats to guide training and game-day decisions.

Scalable Across Sports: Quick adaptation to football, hockey, or other team-based sports.