⭐ Most Popular Course

Build a Exercise Counter (Fitness AI)

Build an AI-based fitness assistant that counts push-ups, squats, and other exercises using pose detection with OpenCV and Mediapipe. Get real-time feedback.
Beginner to Intermediate. Certificate included.

4.5/5 (1,000+ reviews)
2,000+ Students
8 Weeks
Zero to Pro Level
Certificate

Our Instructors Collaborate With Top Tech Leaders

Google Startups
AWS
Microsoft Microsoft
NVIDIA NVIDIA

What You'll Learn in this course

By the end of this course, you'll have the skills to land your first computer vision job or freelance clients.

Introduction to AI-Based Fitness Tracking Technology

Learn how AI tracks human body movements to monitor fitness activities and exercise form.

Python, OpenCV & Pose Estimation Libraries

Use Python with OpenCV and pose estimation tools like MediaPipe or OpenPose for accurate body tracking.

Live Exercise Detection via Camera Feed

Build a real-time system that detects workout types, counts reps, and checks posture during exercises.

Database Integration & Workout Logs

Store exercise data such as reps, sets, and timestamps into a database for fitness tracking.

Graphical User Interface (GUI) with Tkinter

Create an interactive interface to show live video, posture feedback, and rep counts.

Earn Your Course Completion Certificate

Finish the course and receive a verified certificate of success

Module 1 Video

Meet Your Instructor

Muhammad Yaqoob is the founder of Tentosoft Pvt Ltd and a seasoned Computer Vision expert. With 10+ years of experience and over 5,000+ students taught globally, he brings deep industry knowledge and a passion for practical, hands-on learning.

Course Curriculum

8 weeks of comprehensive training with 50+ lessons and 10+ hours of content

1
Introduction of the Human Fitness Tracking System
1min
Module 1 Video

Module 1

Introduction of the Human Fitness Tracking System

Blockchain is a shared immutable ledger that facilitates the process of recording transactions and tracking assets across a business network. A Blockchain is a distributed database, which is shared over a computer network.

Course Introduction and Features

Uses sensors or video to track movements like exercise or posture

Employs AI models to analyze body pose and motion in real-time

Supports personalized fitness goals and real-time corrections

2
Environment setup for Python Development
3min
Module 1 Video

Module 2

Environment Setup for Python Development

Master the fundamentals of color theory and typography to create visually appealing and accessible designs. Learn how colors affect user emotions and behavior.

Installing Python

VS Code Setup for Python Development

Install Python from the official Python.org website

Optionally install Docker for containerized development

3
Project Overview & Purpose
2min
Module 1 Video

Module 3

Project Overview & Purpose

Learn essential user research techniques and wireframing methods to create user-centered designs. Master the art of understanding user needs and translating them into effective wireframes.

Human Fitness Tracking System Project Overview

Defines the core goals and functionality of the project

IProvides context for documentation and future scalability

4
Packages Overview & Mediapipe Initialization
3min
Module 1 Video

Module 4

Packages Overview & Mediapipe Initialization

Master Figma from basics to advanced features. Learn to create professional designs, prototypes, and collaborate effectively with your team using industry-standard tools.

Packages Overview & Mediapipe Initialization

Lists essential Python packages like OpenCV, NumPy, and Mediapipe

Enables real-time video frame processing for fitness tracking

Prepares the system for accurate and responsive detection

5
Calculating Angles in Pose Estimation
2min
Module 1 Video

Module 5

Calculating Angles in Pose Estimation

Explore common UI design patterns and learn when and how to apply them effectively. Understand the principles behind successful interface designs.

Calculating Angles in Pose Estimation

Uses landmarks from Mediapipe to track body joints

Visualizes angle values over video frames for feedback

Forms the core logic of motion-based activity recognition systems

6
Logic Behind Repetition Counting
10min
Module 1 Video

Module 6

Logic Behind Repetition Counting

Learn to create interactive prototypes and meaningful animations that enhance user experience. Master the art of bringing your designs to life.

Logic Behind Repetition Counting

Uses joint angle thresholds to detect movement phases

Useful in fitness apps for accurate exercise tracking.

7
Tkinter Log Window & Variable Initialization
3min
Module 1 Video

Module 7

Tkinter Log Window & Variable Initialization

Learn how to conduct effective user testing sessions and iterate on your designs based on real user feedback. Master the continuous improvement process.

Tkinter Log Window & Variable Initialization

Initializes GUI variables to track exercise state and counts

Iterating designs based on user insights

8
Model Inference and Code Explanation
9min
Module 1 Video

Module 8

Model Inference and Code Explanation

Build a stunning portfolio that showcases your skills and learn how to present your work effectively to land your dream design job.

Model Inference and Code Explanation

Loads the trained model to make real-time predictions

Demonstrates practical usage of AI models in fitness applications

Critical for understanding how the system operates during live use

9
Tkinter Implementation for UI
4min
Module 1 Video

Module 9

Tkinter Implementation for UI

Build a stunning portfolio that showcases your skills and learn how to present your work effectively to land your dream design job.

Tkinter Implementation for Ui

Creates a user-friendly interface using the Tkinter library

Integrates the detection model output into the GUI window

Facilitates end-to-end usability for the fitness tracking system

10
Package Installation Guide
2min
Module 10 Video

Module 10

Package Installation Guide

Build a stunning portfolio that showcases your skills and learn how to present your work effectively to land your dream design job.

Package Installation Guide

Installs essential libraries like OpenCV, NumPy, and Mediapipe

Acts as the foundational step before coding or testing begins

11
Code Execution Workflow
1min
Module 11 Video

Module 11

Code Execution

Build a stunning portfolio that showcases your skills and learn how to present your work effectively to land your dream design job.

Code Execution Workflow

Runs the main Python script to initiate the system

Confirms successful integration of all modules and packages

Essential for testing final model behavior and UI response

12
Wrapping Up
1min
Module 11 Video

Module 12

Course Wrap-up

Build a stunning portfolio that showcases your skills and learn how to present your work effectively to land your dream design job.

Course Wrap-Up

Analyzing feedback and identifying patterns

Iterating designs based on user insights

Who This Course Is For

Is This Course Right for You?

AI Enthusiasts

Kickstart your AI journey with structured, hands-on learning.

Students & Freshers

Build a portfolio that recruiters can't ignore.

Developers

Add powerful AI/CV features to your apps and software.

Working Professionals

Upskill for higher-paying, future-ready tech roles.

Freelancers & Founders

Build Smarter, more intelligent applications.

Career Switchers

Transition into AI even with zero background.

Simple, Transparent Pricing

One-time payment for lifetime access to all course materials and updates

Learn With Our best mentors

Get hands-on experience with real-world projects designed to sharpen your technical skills and build your confidence. Each project is crafted to help you apply concepts practically, write cleaner code, and prepare for real developer challenges.

Key Values

Build Job-Ready Project Portfolios
Improve Debugging and Code Clarity
Experience Project-Based Learning
Boost Resume with Real Implementations

Pro Courses

₹499 Originally priced ₹999
Upgrade your learning with advanced content and mentor access

Highly recommended for small teams who seek to upgrade their time & perform.

PREMIUM DOWNLOADABLE RESOURCES
COURSE COMPLETION CERTIFICATE
MENTOR SUPPORT & PRIVATE COMMUNITY
LIFETIME UPDATES & PRIORITY SUPPORT

Course Purchase

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Our Mentors

Muhammad Yaqoob

MUHAMMAD YAQOOB

Product Head
Pandian

PANDIAN

Senior AI Developer
Gowtham

GOWTHAM

Senior Edge AI Developer

Get Official Certified & Showcase Your Achievement 🔥

You can add this certificate in your Resume! Share it with your LinkedIn network 🚀

Instantly downloadable upon course completion
Recognized by industry professionals worldwide
Perfect for LinkedIn profile and resume enhancement
Certificate

Exclusive Free Bonuses Included With Your Course

Downloadable Source Code

Get full project code for 20+ real-world applications – build, customize, and learn hands-on with working solutions.

Live Doubt-Clearing Sessions

Join weekly live Q&As to resolve queries and deepen your understanding with real-time support

Soft Skills & Career Growth Kit

Enhance your confidence with communication tips, resume builder templates, and personal branding guides tailored for tech careers.

Private Learners Community

Get feedback, share wins, and grow with other learners in a safe and supportive environment.

Total Bonus Value: ₹20,000

Enroll today to claim all bonuses before the offer expires!

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FAQ Section

What does the Smart Fitness project course teach?
This AI project helps you build a real-time exercise counter that tracks body movements to count reps accurately using pose detection.
Do I need prior AI or fitness tech knowledge for this course?
+
No prior experience is required—this course guides you through the process using Python and MediaPipe for beginners.
What real-time features are included in this fitness tracking project?
+
The system detects body posture, calculates movement repetitions, and gives real-time feedback for workout accuracy.
How is AI used in the exercise counter project?
+
AI algorithms track body joints and determine completed repetitions using real-time camera input and pose estimation.
Will this help me build fitness-related apps?
+
Yes, this project is an excellent foundation for building AI-powered health or fitness applications.
Is there a certificate for the Smart Fitness project course?
+
Yes, a professional certificate is provided upon completion to boost your resume and LinkedIn profile.