Our Projects

Explore the innovative AI and ML projects developed by our club members.

2d to 3d

2D to 3D Image Recreation

This project focuses on converting flat 2D images into 3D models using deep learning, enabling immersive applications in AR/VR and digital modeling.

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Chatbot for College Queries

Chatbot for College Queries

A smart chatbot that answers common student queries related to academics, facilities, and campus life at CHARUSAT.

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Predictive Analytics

Hand Gesture Identification

A system that recognizes hand gestures via camera input to control devices or applications, useful in sign language and virtual interfaces.

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Social Media Sentiment

Social Media Sentiment Analysis

Analyzes the sentiments of posts and tweets to determine public opinion using machine learning and NLP

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Spam Email Detection

Spam Email Detection

A classifier that identifies spam or phishing emails based on content, headers, and metadata using machine learning.

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Speech Emotion Recognition

Speech Emotion Recognition

Identifies emotions such as happiness, sadness, anger, etc., from voice recordings using audio processing and neural networks

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Traffic Sign Recognition

Traffic Sign Recognition

An AI system to detect and classify road signs from images or video for use in self-driving cars and driver-assist tools.

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Project Concepts

Explore our upcoming project ideas currently in the research phase. These concepts represent the future direction of our innovation.

AI Legal Assistant
ChatGPT API LangChain Pinecone Streamlit

AI Legal Assistant (LawBot)

A chatbot that can summarize legal documents and answer basic legal queries using NLP and legal datasets.

AutoML Pipeline Generator
PyCaret AutoGloun Streamlit Pandas

AI-Powered AutoML Pipeline Generator

Build a tool that accepts a dataset and automatically performs data preprocessing, model selection, training, and evaluation.

Edge AI
YOLOv8 Jetson Nano OpenCV DeepStream

Edge AI - Object Detection on Drones

Detects objects like vehicles, humans, or anomalies using AI on edge devices like Raspberry Pi or Jetson Nano mounted on drones.

Image Captioning & Visual QnA
BLIP-2 Transformers PyTorch HuggingFace

Multimodal AI - Image Captioning & Visual QnA

A system that understands images and answers questions about them or generates captions.

Real-Time AI Voice Cloner
Coqui TTS ElevenLabs API Python WebRTC

Real-Time AI Voice Cloner

Clone a human voice using only a few seconds of audio and synthesize new speech in that voice

Generative AI for Code Explanation & Debugging
ChatGPT LangChain CodeT5 Gradio

Generative AI for Code Explanation & Debugging

Create a tool that reads code and explains what it does or finds potential bugs using an LLM

AI Stock Sentiment & Price Prediction
LSTM BERT Tweepy yFinance API

AI Stock Sentiment & Price Prediction

Use financial news and tweets to predict short-term stock trends.

AI Avatar Generator (AI+Art)
Stable Diffusion DreamBooth HuggingFace Streamlit

AI Avatar Generator (AI+Art)

Create personalized avatars using Stable Diffusion or DreamBooth.

Real-Time AI Translator with Subtitles
Whisper DeepL API Streamlit PyDub

Real-Time AI Translator with Subtitles

Translate and subtitle live video/audio in real-time using speechto-text and NLP translation.

AI-Powered Course Recommender
NLP OpenAI Embeddings Pinecome Flask

AI-Powered Course Recommender

Suggests online courses, certifications, or clubs based on a student’s resume or LinkedIn profile.