Student Activities
DA 221M Artificial Intelligence (JAN - MAY 2024)
Knee Osteoarthritis Severity Grading
Classification using a stacked ensemble of CNNs including MobileNetV2 and YOLOv8.
Music Generation using LSTM
Predicting upcoming notes using an LSTM model trained on the MusicNet dataset.
Hybrid Movie Recommender
Weighted hybrid technique and content-based filtering for personalized suggestions.
Crowd Density Estimation
Capturing multi-scale features using three parallel CNNs for perspective counting.
Cyberbullying Detection
Utilizing BERT to identify harassment patterns within natural language tweet data.
Personalized Movie Recommender
Incorporating content-based and collaborative filtering for attribute-based suggestions.
Music Genre Classification
Processing MFCC features with CNN and CRNN architectures on the GTZAN dataset.
Stock Price Prediction
Applying LSTM models to historical motor company stock trends with yfinance.
Plant Disease Detection
Application for classifying unhealthy plants and diagnosing specific diseases from images.
Research Paper Categorization
Automated categorization into predefined topics using Dense Neural Networks and NLP.
Systolic Blood Pressure Prediction
Hybrid LSTM-CNN model for modeling sequential and spatial measurement features.
Email Spam Classification
Comparison of Bernoulli and Multinomial Naive Bayes models for efficiency.
Splice-Junction Classifier
Identifying exon-intron boundaries in DNA using Ensemble learning (Random Forest).
DA 213 Python Programming Lab (JAN - MAY 2024)
Face-Recognition Attendance
OpenCV-based automated attendance marking with student roll number labels.
Sudoku Game & Solver
Interactive puzzle platform utilizing logical deduction and backtracking techniques.
AI-Enhanced Resume Builder
Automated resume creation using NLP parsing and LLM customization features.
Khokha Food Review System
Full-stack dashboard for campus food reviews with Outlook authentication.
Auto Email Attendance Sender
Automated notification system for students with attendance below 75%.
Smart Fitness & Nutrition
AI-driven routine generation using Google Gemini Pro Vision image parsing.
Student Info Management
Tkinter-based GUI for administrative tracking and data export capabilities.
Toxic Comment Classifier
Capturing long-range word dependencies using LSTM networks for moderation.
IITG Vehicle Tracking
Django-based real-time campus transport tracking with Folium maps integration.
Image to Music Decoders
Bridging visual and melodic cues using autoregressive transformer compositions.