AI-Powered Workout and Diet Planner

This project is an AI-powered workout and diet planner that provides personalized fitness plans based on user input. It leverages the GPT-2 model for generating tailored workout and diet plans, integrated with a GUI built using Tkinter for an intuitive user experience. Additionally, the project includes a script for exercise counters using computer vision and Mediapipe.

Features

• Personalized Workout and Diet Plan: Based on the user's goal (e.g., Muscle Gain, Weight Loss, Maintenance), age, weight, height, and dietary preferences, the system generates a detailed workout and diet plan.
• BMI Calculation: Automatically calculates the user's BMI and provides health status (Underweight, Normal weight, Overweight, Obese).
• Exercise Counters: Integrated exercise counter scripts for push-ups, squats, and biceps, utilizing computer vision techniques with Mediapipe.
• User Progress Saving: Saves user details and fitness progress in a text file for future reference.
• GUI Interface: User-friendly interface built with Tkinter for input collection and displaying the generated plans.

Requirements

• Python 3.6 or later
• PyTorch
• transformers
• Mediapipe
• OpenCV
• Tkinter

Installation

1. Create a virtual environment and activate it:

   python -m venv venv
   source venv/bin/activate  # On Windows use `venv\Scripts\activate`
   

2. Install the required dependencies:

   pip install torch torchvision torchaudio transformers mediapipe opencv-python
   

3. Download the pre-trained GPT-2 model and tokenizer:

   python -c "from transformers import GPT2LMHeadModel, GPT2Tokenizer; model = GPT2LMHeadModel.from_pretrained('gpt2'); tokenizer = GPT2Tokenizer.from_pretrained('gpt2')"
   

4. Run the application:

   python Bot.py
   

Usage

• Start the Application: After running the application, a window will pop up where you can input your details, select your fitness goal, and choose your dietary preferences.
• Generate a Plan: After entering the required details, click "Generate Plan" to receive a personalized workout and diet plan.
• Exercise Counters: You can also use the exercise counter feature by selecting a script (Biceps, Push-Up, Squat) and running it.

Acknowledgements

• GPT-2 model from Hugging Face
• Mediapipe for pose detection
• OpenCV for video processing
• Tkinter for GUI creation