Telegram Bot | CNN and Face Detection | Deep Learning Project
⚽ How to Build a Footballer Image Classifier Telegram Bot using CNN and Face Detection
In this video, you'll learn how to create an AI-powered Telegram Bot that can classify footballers—Cristiano Ronaldo, Lionel Messi, or Neymar—from an image you send! 🏆
We leverage Computer Vision techniques and a Convolutional Neural Network (CNN) trained on a custom dataset of footballers' faces. The bot uses RetinaFace for face detection and provides multiple visual outputs:
✅ Original Image with Prediction
✅ Grayscale Version of the Image
✅ Cropped Face for Better Prediction
📌 Key Features Covered in This Project:
Building a Telegram Bot with python-telegram-bot
Custom CNN architecture for classification
Face detection using RetinaFace
Data augmentation for better generalization
GPU compatibility with PyTorch
Handling and processing user-uploaded photos on Telegram
📂 Model Weights:
📥 Model Weights 👉 https://drive.google.com/drive/folder...
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