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📊 Face Recognition💬 Chatbots📝 NLP🔍 Computer Vision

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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:

•Real-time detection
•Face recognition
•Database storage
•Web interface

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Emotion Recognition from Facial Expressions

AdvancedDataset

Detect emotions from facial expressions using CNN and deep learning

Technologies:

PythonTensorFlowOpenCVKeras

Dataset:

FER2013 (Facial Emotion Recognition)

Features:

•7 emotion classes
•Real-time analysis
•High accuracy
•Web API

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Age and Gender Prediction System

IntermediateDataset

Predict age and gender from facial images using deep learning

Technologies:

PythonTensorFlowOpenCVDjango

Dataset:

UTKFace Dataset

Features:

•Age prediction
•Gender classification
•Batch processing
•REST API

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Face Mask Detection System

BeginnerDataset

Detect whether a person is wearing a mask or not

Technologies:

PythonTensorFlowOpenCVStreamlit

Dataset:

Face Mask Detection Dataset

Features:

•Real-time detection
•Mobile compatible
•Simple interface
•High accuracy

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Face Recognition Attendance System

IntermediateNo Dataset

Automated attendance system using face recognition

Technologies:

PythonOpenCVSQLiteTkinter

Features:

•Attendance tracking
•Database management
•GUI interface
•Excel export

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Liveness Detection System

AdvancedDataset

Detect if a face is real or fake using deep learning

Technologies:

PythonTensorFlowOpenCVFastAPI

Dataset:

CASIA-FASD Dataset

Features:

•Anti-spoofing
•Real-time detection
•High security
•Mobile app

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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:

•Natural conversations
•Context awareness
•Web interface
•Learning capability

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Customer Support Chatbot

IntermediateDataset

Automated customer support system using AI

Technologies:

PythonTensorFlowDialogflowTelegram API

Dataset:

Customer Service Dataset

Features:

•Multi-channel support
•Intent recognition
•Ticket creation
•Analytics

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Educational AI Assistant

AdvancedNo Dataset

AI-powered educational chatbot for students

Technologies:

PythonOpenAI APIFastAPIReact Native

Features:

•Subject tutoring
•Homework help
•Progress tracking
•Mobile app

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Voice-enabled Smart Assistant

AdvancedDataset

Voice-controlled AI assistant like Siri/Alexa

Technologies:

PythonSpeech RecognitionOpenAI APIPyAudio

Dataset:

Common Voice Dataset

Features:

•Voice commands
•Text-to-speech
•Task automation
•Smart home control

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Multi-language Chatbot

IntermediateDataset

Chatbot supporting multiple languages

Technologies:

PythonTransformersFlaskVue.js

Dataset:

Multi30k Dataset

Features:

•Language detection
•Translation
•Multi-language UI
•Learning capability

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Healthcare Chatbot

AdvancedDataset

Medical consultation chatbot with symptom analysis

Technologies:

PythonBERTFastAPIReact

Dataset:

Medical Dialog Dataset

Features:

•Symptom analysis
•Medicine information
•Appointment booking
•Health tips

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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:

•Text analysis
•Visualization
•API endpoint
•Batch processing

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Text Summarization Tool

AdvancedDataset

Automatic text summarization using deep learning

Technologies:

PythonTransformersPyTorchStreamlit

Dataset:

CNN Daily Mail Dataset

Features:

•Extractive summarization
•Abstractive summarization
•Multiple languages
•Web interface

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Language Translation System

AdvancedDataset

Neural machine translation system

Technologies:

PythonTensorFlowTransformerFastAPI

Dataset:

WMT Dataset

Features:

•Multiple languages
•Real-time translation
•API service
•Quality metrics

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Question Answering System

AdvancedDataset

AI system that answers questions from context

Technologies:

PythonBERTTransformersDjango

Dataset:

SQuAD Dataset

Features:

•Context understanding
•Multiple document types
•Web interface
•Accuracy metrics

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Text Classification System

BeginnerDataset

Classify text into categories using NLP

Technologies:

PythonScikit-learnNLTKFlask

Dataset:

20 Newsgroups Dataset

Features:

•Multi-class classification
•Feature extraction
•Model evaluation
•Web API

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Named Entity Recognition System

IntermediateDataset

Extract named entities from text using deep learning

Technologies:

PythonSpaCyTransformersStreamlit

Dataset:

CoNLL-2003 Dataset

Features:

•Entity extraction
•Multiple entity types
•Real-time processing
•API service

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