At Amity, innovation thrives at the intersection of AI and real-world challenges. Our students are pioneering advancements in various AI areas like deep learning, computer vision, neural networks, and more to drive impactful change. From detecting neurological disorders to enhancing medical imaging, these AI-driven projects showcase their dedication to technological excellence and societal progress.
Deep and Domain Specific Feature-Based Cervical Cancer Classification Using Support Vector Machine Optimized With Particle Swarm Optimization
Area: Deep Learning and Computer Vision
M.Tech Student (2022-24) Amity School of Engineering & Technology
AyuRAG: Ayurvedic Knowledge Integration with Retrieval-Augmented Lightweight Large Language Models
Area: Deep Learning and RAG
B.Tech. Student (2021-25) Amity University, Noida
B.Tech. Student (2021-25) Amity University, Noida
B.Tech. Student (2021-25) Amity University, Noida
An Artificial Intelligence-based Sign Language Recognition using Attention-Enhanced Long Short- Term Memory Networks
Area: Deep Learning and Attention Network
B.Tech. Student (2021-25) Amity School of Engineering & Technology
B.Tech. Student (2021-25) Amity School of Engineering & Technology
AI-Powered Retrieval-Augmented Generation Framework with Large Language Models for Enhanced Public Health Response
Area: Large Language Models and RAG
USRF-2024, Fellow Amity University, Noida
Semantic Fusion of Text and Images: A Novel Multimodal-RAG Framework for Document Analysis
Area: Large Language Models
B.Tech Student (2023-27) Amity School of Engineering & Technology
B.Tech Student (2023-27) Amity School of Engineering & Technology
DeepMedFuseX: Explainable DeepFake Cancer CT Scan Classification with Multi-Scale Attention and Transfer Learning
Area: Deep Fake
B.Tech Student (2023-27) Amity School of Engineering & Technology
B.Tech Student (2023-27) Amity School of Engineering & Technology
Automatic Detection of Synthetic Biomedical Images using Convolutional Block Attention Module-Based Deep Neural Network
Area: Computer Vision
B.Tech Student (2021-25) Amity School of Engineering & Technology
USRF-2024, Fellow, Amity University, Noida
NeuroAttention-Net: Deep Learning with Channel Attention for Robust Epileptic Seizure Detection from EEG Spectrograms
Area: Brain-Computer Interface (BCI) and Deep Learning
B.Tech. Student (2021-25) Amity School of Engineering & Technology
B.Tech. Student (2021-25) Amity School of Engineering & Technology
SDAG-CNN: Attention-Guided Convolutional Neural Network for Spinal Lesion Diagnosis and Multi-Class Classification of X-ray Radiographs
Area: Deep Learning and Computer Vision
B.Tech Student (2021-25) Amity School of Engineering & Technology
B.Tech. Student (2021-25) Amity School of Engineering & Technology
Enhancing Plant Disease Detection with CNNs and LLMs: A Comprehensive Approach to Diagnosis and Mitigation
Area: Computer Vision and Large Language Models.
B.Tech. Student (2022-26) Amity School of Engineering & Technology
B.Tech. Student (2022-26) Amity School of Engineering & Technology
B.Tech. AI Student (2022-26) Amity School of Engineering & Technology
An Advanced COVID-19 Severity Grading Approach using Deep Soft Attention Networks and Segmentation of Chest X-ray Images
Area: Deep Learning and Computer Vision
B.Tech. Student (2021-25) Amity School of Engineering & Technology
B.Tech Student (2021-25) Amity School of Engineering & Technology
Smart Farming with AI: Attention-Augmented Multiscale Deep Neural Networks for Early Detection of Crop Diseases and Nutrient Deficiencies
Area: Attention Based DL
B.Tech Student (2021-25) Amity School of Engineering & Technology
Deep Learning and computer vision for Plant Disease Identification
Area: Area: Computer Vision, Deep Learning
B.Tech Student (2021-25) Amity School of Engineering & Technology
Attention-based Multi-scale Deep Neural Network for Diagnosis of Polycystic Ovary Syndrome from USG Images
Area: Area: Computer Vision, Deep Learning
B.Tech Student (2021-25) Amity School of Engineering & Technology
Attention-based VGG-Residual-Inception Module for EEG-Based Depression Detection
Area: Area: Time Series, Deep Learning
B.Tech Student (2020-24) Amity School of Engineering & Technology
Leveraging Transformers for Early Detection of Depression Tendency in Textual Data
Area: Area: Machine Learning
B.Tech Student (2021-25) Amity Institute of Biotechnology
B.Tech Student (2021-25) Amity Institute of Biotechnology
Dilated Multi-scale Residual Block-based Deep Network for Detection of Breast Cancer from MRI Images
Area: Area: Computer Vision, Deep Learning
B.Tech Student (2021-2025) Amity School of Engineering & Technology
Multi-Head Attention-Based Transfer Learning Approach for Plant Disease Detection
Area: Area: Computer Vision, Transfer Learning
B.Tech Student (2021-25) Amity School of Engineering & Technology
Machine Learning Pipeline for Multi-Grade Classification in Pancreatic Cancer Detection Using Urinary Biomarkers
Area: Area: Machine Learning
B.Tech Student (2020-24) Amity School of Engineering & Technology
A residual attention based Deep Neural Networks for Schizophrenia detection using EEG signals
Area: Area: Time Series, Deep Learning
B.Tech Student (2020-24) Amity School of Engineering & Technology
B.Tech Student (2020-24) Amity School of Engineering & Technology
Android Based Application to help detect level of Mental Illness and Providing Support
Area: Area: Machine Learning
B.Tech Student (2022-26) Amity School of Engineering & Technology
Energy Management for Smart Cities by Classifying Faults in Power Grids
Area: Area: Deep Learning
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Anomaly based intrusion detection and network security system
Area: Area: Machine Learning
B.Tech Student (2020-2024) Amity School of Engineering & Technology
NeuroAttention: Attention-Driven Deep Learning Model for Accurate Seizure Detection and Monitoring
Area: Area: Deep Learning
B.Tech Student (2021-2025) Amity School of Engineering & Technology
A Lightweight Meta-Ensemble Approach for Plant Disease Detection Suitable for IoT-based Environments
Area: Area: Deep Learning, IoT
M.Tech Student (2022-24) Amity School of Engineering & Technology
A Deep Neural Network for Multi-Class Classification of Microscopic Blood Cell Images
Area: Area: Deep Learning & Computer Vision
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Comparative study of Convolution Neural Networks (CNN) and Long Short-Term Memory (LSTM) for Phishing Attack Detection
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Alzheimer’s Detection using a Convolutional Neural Network with CBAM Attention
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Guardians of the Orchard: CNN's Insight into Apple Leaf Disease Classification
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Melodies of the Heart: Categorization of Cardiac Rhythm Sounds Using Deep learning
Area: Area: Deep Learning & Time Series
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Customized CNN model for Breast Cancer Detection
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
A Deep Neural Network for Multi-Class Classification of Skin lesions Dermatoscopic Images
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
A Deep Neural Network for predicting Schizophrenia using EEG Brainwaves
Area: Area: Deep Learning & Time Series
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Skin Disease Classification Using VGG16 Model
Area: Area: Deep Learning & Computer Vision
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Precision MRI Hippocampus Segmentation Using Autoencoders for Advanced Neuroimaging Insights
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Epileptic Seizure Detection Using Neural Networks
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Indian Medicinal Plants and Leaves Classification Using EfficientNet Model
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
A Deep Neural Network for Identifying and Analyzing Alzheimer’s Disease using Custom CNN Model
Area: Area: Deep Learning
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Unveiling Safer Skies: Cutting-edge Space Debris Detection with DNN Model
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
A Convolutional Neural Network for Multi-Class Classification of Student Stress Levels
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Tuberculosis detection using Convolution Neural Network
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Early Detection of Pediatric Pneumonia using Transfer Learning
Area: Area: Deep Learning
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Attention-Guided Convolutional Neural Networks for Multi-class Spinal Lesion Classification of X-ray Radiographs
Area: Area: Deep Learning
B.Tech Student (2021-25) Amity School of Engineering & Technology
AI-driven Classification and Segmentation Framework for COVID-19 Diagnosis from Chest X-ray Images
Area: Area: Deep Learning
B.Tech. Student (2021-25) Amity School of Engineering & Technology
Adversarial Defence against DeepFake attacks in Medical Image Analysis
Area: Area: Deep Learning, Deepfakes
B.Tech Student (2022-2026) Amity School of Engineering & Technology
CaneGuard: A Cutting-Edge Approach to Sugarcane Leaf Disease Classification!
Area: Area: Deep Learning
B.Tech. Student (2022-26) Amity School of Engineering & Technology
B.Tech. Student (2022-26) Amity School of Engineering & Technology
Optimized TBNet: Building a Robust Neural Network for Precise Tuberculosis Diagnosis
Area: Area: Deep Learning
B.Tech. AI Student (2022-26) Amity School of Engineering & Technology
Enhancing Deep Neural Network Convergence and Performance: A Hybrid Activation Function Approach by Combining ReLU and ELU Activation
Area: Area: Deep Learning
B.Tech. AI Student (2022-26) Amity School of Engineering & Technology
Multi-scale Attention Network for Early Detection of Alzheimer's Disease from MRI images
Area: Area: Computer Vision, Deep Learning
B.Tech Student (2021-25) Amity School of Engineering & Technology
Skin Lesion Classification using Deep Feature Fusion and Selection Using XGBoost Classifier
Area: Area: Computer Vision, Deep Learning
Integrated Bachelors and Masters, Biotechnology (2019 – 2024) Amity Institute of Biotechnology
Combining Focal loss with Cross-entropy loss for Pneumonia Classification with a Weighted Sampling Approach
Area: Area: Computer Vision, Deep Learning
B.Tech Student (2022-26) Amity School of Engineering & Technology
Deep learning model for automated detection of cervical spine injuries from CT scan images.
Area: Area: Deep Learning & Computer Vision
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Skin cancer Classification using Convolution Neural Network Fortified with Fast Fourier Transform
Area: Area: Computer Vision, Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
EEG Brain Signal Emotion Classification Using Artificial Intelligence
Area: Area: Deep Learning
B.Tech Student (2020-2024) Amity School of Engineering & Technology
B.Tech Student (2020-2024) Amity School of Engineering & Technology
Augmented Reality In Surgery: Improving Surgical Navigation And Patient Safety
Area: Area: Computer Vision
B.Tech Student (2020-2024) Amity School of Engineering & Technology
B.Tech Student (2020-2024) Amity School of Engineering & Technology
Emotion classification of short-form text in social media using BLSTM-CNN model
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
B.Tech Student (2022-2026) Amity School of Engineering & Technology
Spinal lesion detection using customized VGG19 CNN with Dual-Path Architecture and Batch Normalization for Enhanced Binary Classification
Area: Area: Deep Learning
B.Tech Student (2022-2026) Amity School of Engineering & Technology
SensiCalm Analysis: Multi-Modal Stress Tracking
Area: Area: Ensemble Learning
B.Tech Student (2020-2024) Amity School of Engineering & Technology
B.Tech Student (2020-2024) Amity School of Engineering & Technology
Beyond The Lyrics: Comparative Analysis Of Deep Learning Approaches For Sentiment Classification In Song Lyrics
Area: Area: Deep Learning
B.Tech Student (2020-2024) Amity School of Engineering & Technology
B.Tech Student (2020-2024) Amity School of Engineering & Technology