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πŸ“Š Face RecognitionπŸ’¬ ChatbotsπŸ“ NLPπŸ” Computer Vision
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Explore projects across different AI/ML domains

Face Recognition Projects

Computer vision projects for facial detection, recognition, and analysis

Real-time Face Detection & Recognition

IntermediateDataset

Complete face detection and recognition system using OpenCV and deep learning

Technologies:
PythonOpenCVTensorFlowFlask
Dataset:

LFW (Labeled Faces in the Wild)

Features:
  • β€’Real-time detection
  • β€’Face recognition
  • β€’Database storage
  • β€’Web interface

Emotion Recognition from Facial Expressions

AdvancedDataset

Detect emotions from facial expressions using CNN and deep learning

Technologies:
PythonTensorFlowOpenCVKeras
Dataset:

FER2013 (Facial Emotion Recognition)

Features:
  • β€’7 emotion classes
  • β€’Real-time analysis
  • β€’High accuracy
  • β€’Web API

Age and Gender Prediction System

IntermediateDataset

Predict age and gender from facial images using deep learning

Technologies:
PythonTensorFlowOpenCVDjango
Dataset:

UTKFace Dataset

Features:
  • β€’Age prediction
  • β€’Gender classification
  • β€’Batch processing
  • β€’REST API

Face Mask Detection System

BeginnerDataset

Detect whether a person is wearing a mask or not

Technologies:
PythonTensorFlowOpenCVStreamlit
Dataset:

Face Mask Detection Dataset

Features:
  • β€’Real-time detection
  • β€’Mobile compatible
  • β€’Simple interface
  • β€’High accuracy

Face Recognition Attendance System

IntermediateNo Dataset

Automated attendance system using face recognition

Technologies:
PythonOpenCVSQLiteTkinter
Features:
  • β€’Attendance tracking
  • β€’Database management
  • β€’GUI interface
  • β€’Excel export

Liveness Detection System

AdvancedDataset

Detect if a face is real or fake using deep learning

Technologies:
PythonTensorFlowOpenCVFastAPI
Dataset:

CASIA-FASD Dataset

Features:
  • β€’Anti-spoofing
  • β€’Real-time detection
  • β€’High security
  • β€’Mobile app

Chatbot Projects

Intelligent conversational AI systems and chatbots

AI Chatbot with Natural Language Processing

IntermediateDataset

Intelligent chatbot using NLP and machine learning

Technologies:
PythonNLTKFlaskReact
Dataset:

Cornell Movie Dialog Corpus

Features:
  • β€’Natural conversations
  • β€’Context awareness
  • β€’Web interface
  • β€’Learning capability

Customer Support Chatbot

IntermediateDataset

Automated customer support system using AI

Technologies:
PythonTensorFlowDialogflowTelegram API
Dataset:

Customer Service Dataset

Features:
  • β€’Multi-channel support
  • β€’Intent recognition
  • β€’Ticket creation
  • β€’Analytics

Educational AI Assistant

AdvancedNo Dataset

AI-powered educational chatbot for students

Technologies:
PythonOpenAI APIFastAPIReact Native
Features:
  • β€’Subject tutoring
  • β€’Homework help
  • β€’Progress tracking
  • β€’Mobile app

Voice-enabled Smart Assistant

AdvancedDataset

Voice-controlled AI assistant like Siri/Alexa

Technologies:
PythonSpeech RecognitionOpenAI APIPyAudio
Dataset:

Common Voice Dataset

Features:
  • β€’Voice commands
  • β€’Text-to-speech
  • β€’Task automation
  • β€’Smart home control

Multi-language Chatbot

IntermediateDataset

Chatbot supporting multiple languages

Technologies:
PythonTransformersFlaskVue.js
Dataset:

Multi30k Dataset

Features:
  • β€’Language detection
  • β€’Translation
  • β€’Multi-language UI
  • β€’Learning capability

Healthcare Chatbot

AdvancedDataset

Medical consultation chatbot with symptom analysis

Technologies:
PythonBERTFastAPIReact
Dataset:

Medical Dialog Dataset

Features:
  • β€’Symptom analysis
  • β€’Medicine information
  • β€’Appointment booking
  • β€’Health tips

Natural Language Processing Projects

Advanced NLP projects for text analysis and processing

Sentiment Analysis System

IntermediateDataset

Analyze sentiment from text using machine learning

Technologies:
PythonNLTKScikit-learnFlask
Dataset:

IMDB Movie Reviews

Features:
  • β€’Text analysis
  • β€’Visualization
  • β€’API endpoint
  • β€’Batch processing

Text Summarization Tool

AdvancedDataset

Automatic text summarization using deep learning

Technologies:
PythonTransformersPyTorchStreamlit
Dataset:

CNN Daily Mail Dataset

Features:
  • β€’Extractive summarization
  • β€’Abstractive summarization
  • β€’Multiple languages
  • β€’Web interface

Language Translation System

AdvancedDataset

Neural machine translation system

Technologies:
PythonTensorFlowTransformerFastAPI
Dataset:

WMT Dataset

Features:
  • β€’Multiple languages
  • β€’Real-time translation
  • β€’API service
  • β€’Quality metrics

Question Answering System

AdvancedDataset

AI system that answers questions from context

Technologies:
PythonBERTTransformersDjango
Dataset:

SQuAD Dataset

Features:
  • β€’Context understanding
  • β€’Multiple document types
  • β€’Web interface
  • β€’Accuracy metrics

Text Classification System

BeginnerDataset

Classify text into categories using NLP

Technologies:
PythonScikit-learnNLTKFlask
Dataset:

20 Newsgroups Dataset

Features:
  • β€’Multi-class classification
  • β€’Feature extraction
  • β€’Model evaluation
  • β€’Web API

Named Entity Recognition System

IntermediateDataset

Extract named entities from text using deep learning

Technologies:
PythonSpaCyTransformersStreamlit
Dataset:

CoNLL-2003 Dataset

Features:
  • β€’Entity extraction
  • β€’Multiple entity types
  • β€’Real-time processing
  • β€’API service

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