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metadata 
title: AML Project - AI Services Hub
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 7860
pinned: false

AI Services Hub

A comprehensive Flask-based platform integrating diverse AI models for Image Classification, NLP (Translation, Text Gen, Sentiment), Audio Intelligence (Voice STT/TTS), and Data Mining (Clustering & Association Rules).

Features

  • Gender Classification: Custom PyTorch CNN model
  • Text Generation: GPT-2 powered text completion
  • Translation: English to Urdu translation
  • Sentiment Analysis: Voice-enabled sentiment detection
  • Question Answering: Voice-to-voice QA system
  • Zero-Shot Classification: Custom label classification
  • Clustering: K-Means and DBSCAN algorithms
  • Association Rules: A-priori market basket analysis

Tech Stack

  • Flask, PyTorch, Hugging Face Transformers
  • Scikit-learn, Pandas, Matplotlib
  • OpenAI Whisper, gTTS, Librosa