Machine Learning and Pattern Recognition

AI3011 | Spring 2025

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Spring 2025


A High-performance Scalable Landslide Forecasting System

Arnav Mehta, Arsalaan Alam, Tanvi Sanghai


Analyzing Temporal Dynamics of Seizures to Model their Progression Using EEG

Jatin Sharma, Mihir Narula, Prasham Sheth


Assessing the Reliability of Disaster-related Tweets Replete with Sarcasm

Aatmika Jain, Akshita Shukla, Saumya


BirdShazam: Multiclass Bird Species Classification Framework Using Audio Recordings

Aayush Gupta, Prisha Gupta, Punnag Choudhury, Sehajpreet Kaur


Cassava Root Volume Prediction and Identifying Factors Leading to High Volume

Pehar Jhamb, Puneet Madan, Yuven Blowria


Coral Beaching Prediction in India Using Satellite Imagery, Environmental Data, and Species-specific Information

Rhythm Mehra, Rishit Anand, Shrijak Kumar


Crop Health Analysis and Yield Estimation from Imagery and Meteorological Data

Anant Jain, Bhavya Jain1, Sahil Dhiman, Sohan Panda


Early Diagnosis of Ovarian Cancer and Identification of Associated Factors

Mishika Sood, Vardhaman Kalloli


Early-stage PCOS Detection Using RCNNs

Arnav Sawhney, Garv Chadha, Harmannat Kaur


Emotion Recognition in Sarcastic Code-Mixed (English - Hindi) Conversations

Anjelica, Ishita Rathore, Suhaani Sachdeva


Evaluating Generative AI Drumbeats on Guitar Tracks

Anoushka Yadav, Kabir Gupta


Fault Prediction and Calculating Remaining Useful Life in APU System Within Metro Train

Meher Sidhu, Uma Gaba


Forecasting Air Conditioner Sales Based on Weather and Environmental Factors

Aryan Daga, Aryan Gosain, Atharv Raghuwanshi


Forecasting Future Weather Impacts on Power Outages

Aarav Luthra, Harkirat Singh, Uday Sodhi


Forecasting GST Revenue with Machine Learning

Ahaan Choksi, Christopher George, Tanmay Chowdhary


Impaired Speech Transcription for Cerebral Palsy (CP) and Amyotrophic Lateral Sclerosis (ALS) Individuals

Eshan Srirambhatla, Kavish Kumar, Samyaka Patil


Indian Classical Raga Identification and Recommendation Model

Lakshay Aggarwal, Lakshit Tyagi, Preesha Katial


IPO Success Classification Based on Pre-event Finanical and Sentiment Analysis

Eshani Parulekar, Michele Daroowala, Varun Arora


Library Book Recommendation and Shelf Optimization

Akshat Mishra, Mukul Jangra, Sher Partap Singh


Lung Cancer Segmentation in CT Scans Through Superresolution Stacking

Abhilash Bindal, Dhruv Pande, Rishaan Damani


Modeling Earthquake Damage on Physical Infrastructure

Aditya Masutey, Bhavya Jain, Vansh Kohli


Multi-modal PTSD Detection

Aman Jaiswal, Arunachalam Vijayanand, Sandeep Ram Lakshmanan


Multi-modal Scene Captioning on the MELD Dataset

Manan Gadesha, Shubham Goel, Yatharth Nehra


Multiview Learning for Partial Data Modalities in Glioblastoma Survival Prediction

Abhijeet Shashwat, Devyansh Agarwal, Niyati Singh


Pan-India Flood Risk Prediction and Early Warning System

Advait Sharma, Kunal Ranjan, Varun G


Parkinsons Detection On-the-fly using Wearables

Devam Agarwal, Rhea Singh, Trusha Maheshwari


PCB Defect Detection Using Images

Manish Bisht, Saksham Bali, Sanskar Sengar


Personalized Clothing Outfit Recommendation System

Muskaan Sahni, Sara Goyal


PPE Detection and Assessment of Correct Wearability

Devyansh Choudhary, Mannan Gupta, Mohak Agarwala


Predicting and Forecasting Future Weather Impacts on Power Outages

Akshat Gupta, Raghav Sarna, Shreyansh Singh


Predicting Optimal Solar Farm Locations

Anandita Garg, Chinmayi Kalapatapu, Trinav Talukdar


Predicting Player Performance in Cricket Based on Individual Performance as well as Playing Conditions

Arnav Kapoor, Avantika Bansal, Suraj Dayma


Pump it Up: Data Mining the Water Table

Avishkar Rawal, Manya Mittal, Nikita Jadhav


Real-time Energy Load Prediction Using News and Environmental Factors

Arsh Arora, Nikunj Agarwal, Soumya Pandey


Real-world Drowsiness Detection with Occlusion

Aadi Jain, Mohil Ahuja, Vaibhav Dabas


Song Recommendation System for People Not Preferring Mainstream Songs

Aryan Chopra, Lakhwinder Singh, Sanyam Goyal


Startup Zero to IPO Prediction Over a Five Year Period

Arshveer Chhabra, Krish Gupta, Parth Sanghvi, Pratham Bhardwaj


Suggesting Alternative Ingredients Based on Nutritional Value

Akash Gupta, Kunal Gupta


Using Machine Learning to Optimize Influencer Brand Collaborations

Aditya Shangari, Daksh Bathla, Ruhi Bishnoi


Using Sentiment Analysis on Tweets to Model Cryptocurrency Volatality

Bhavya Pathak, Bisol Mathai, Tanu Adhikari


Utilizing Endoscopic Videos and Images for Diagnosis of Gastrointestinal Diseases

Devansh Bartwal, Mannan Sharma, Mudasir Rasheed


Visual Product Recognition with Self-curated Dataset

Ananya Singla, Migul Shyamalan, Rohan Sharma


Wildlife Species Classification on Real-world Imagery From Camera Traps

Mukund Jha, Ramam Agarwal, Udaiveer Singh


Wound Healing Estimation on Silk Fibronin (SF) Bandage Using Pyranine-induced Hydrogel

Dipti Dhawade, Lipi Singhal, Satya Swaroop Nune, Tisha Bhavsar