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urdu-alphabet

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H0NEYP0T-466 / URDU-OCR-CNN

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🧠 URDU-OCR-CNN – an AI-powered handwritten Urdu recognition system (Urdu Alphabets + Urdu Digits) built using a custom Convolutional Neural Network (CNN). Supports 🖼️ image upload and ✏️ live canvas input, provides ⚡ real-time predictions with 📊 confidence scores, achieves 🎯 95%+ accuracy, and includes tools for model training and evaluation.

react opencv ocr computer-vision deep-learning tensorflow image-processing self-hosted neural-networks supervised-learning convolutional-neural-networks handwritten-digit-recognition model-metrics multilabel-classification confidence-score urdu-alphabet fastapi realtime-prediction urdu-digits customcnn
  • Updated Dec 17, 2025
  • Python

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