Project domain
Deep Learning projects
58 Deep Learning projects to learn from. Every project comes with a Project Reference Guide, an IEEE-format Technical Whitepaper and a working Reference Implementation (source code), and most have a free preview you can read before you order.
- AI-Based Plant Disease Detection Using Few-Shot Learning for Regional Crops
- Adaptive Communication Topology for Resilient Multi-Agent Coordination Using Graph Neural Networks
- Adaptive Heterogeneous Fusion of EfficientNetV2, Vision Mamba and Kolmogorov-Arnold Networks for Robust Plant Disease Diagnosis
- Alzheimer's Disease Detection Using Deep Learning
- Application of Deep Learning in Brain Disease Prediction
- Applications of Deep Learning in Healthcare: Diagnosis, Prognosis and Clinical Decision Support
- Attention-Enhanced Multitask Learning for Water Pollutant Prediction
- Bayesian Spiking Neural Network for Early Prediction of Type 2 Diabetes Mellitus
- Breast Cancer Detection Using a Hybrid 1-D CNN and XGBoost Algorithm
- CNN Versus Vision Transformer: A Study of Representation and Generalization
- CNN-BT: An Efficient Deep Learning Approach to Detect and Classify Brain Tumors
- CNN-SSA: Enhanced Skin Cancer Diagnosis from Dermoscopic Images Using an Optimized Convolutional Neural Network and Salp Swarm Optimization
- Chronic Kidney Disease Diagnosis and Prognosis Using Machine Learning
- Continuous-Time Liquid Neural Network for Cross-Database Atrial Fibrillation Detection from Single-Lead ECG
- Crop Disease Detection Using Federated Learning: A Comparative Study of Centralized and Federated Deep Learning
- Crop Yield Prediction and Plant Disease Detection Using Deep Learning
- Deep Learning for Multi-Domain Protein Conformational Ensemble Prediction
- Deep Learning for Recommender Systems
- Deep Learning-Enabled Smart Medication Assistant for Elderly and Chronically Ill Patients
- Depression Detection Using Multimodal Feature Fusion with Cross-Attention
- EEG-Based Confusion Detection Using Transformers
- Enhanced ResNet Architecture for Alzheimer's Disease Severity Classification Using Brain MRI Images
- Exoplanet Detection Using CNN
- Explainable AI for Crop Disease Detection and Severity Estimation
- Explainable AI-Based Comparative Analysis of Machine Learning and Deep Learning for Epileptic Seizure Detection
- Explainable Deep Learning Framework for ECG-Based Cardiovascular Disease Detection with Secure Encrypted Medical Data Transmission
- Explainable Deep Learning for Antimicrobial Resistance Prediction
- Explainable Hybrid Deep Learning Approach to Dyslexia Detection Using Multimodal Data in an Adaptive Education Platform
- Explainable Multimodal Deep Learning Framework for Brain Tumor Diagnosis Using MRI and EHRs
- Face Recognition System Using Deep Learning
- Flood Detection Using Graph Neural Networks
- Graph-Based Explainable AI Framework for Financial Fraud Detection Using Graph Neural Networks
- Handwritten Digit Recognition Using Convolutional Neural Networks
- House Rental Recommendation Algorithm Based on Deep Learning
- Hybrid Deep Learning Framework for Stock Market Forecasting with Sentiment Integration
- Improving Real Estate Price Prediction with a Hybrid Deep Learning Model Combining Spatial, Temporal and Tabular Features
- Lightweight Deep Learning Framework for Autonomous Vehicle Simulation
- Multi-Model Deep Learning Approach for Automatic Podcast Highlight Generation
- Multimodal Deep Learning for Early Sepsis Prediction Using ICU Vital Signs and Clinical Notes
- Multimodal Fusion of 1D Signals and 2D Images for Enhanced Arrhythmia Classification
- Neural Ordinary Differential Equations for Continuous-Time Modeling of Irregularly Sampled Sequential Data
- Physics-Informed Kolmogorov-Arnold Network for CRISPR Off-Target Prediction
- Prediction of Lung Diseases Using Multimodal Deep Learning on Chest X-Rays, CT Scans and Patient Reports
- Predictive Maintenance in Manufacturing Using LSTM and GRU Models
- Privacy-Preserving and Generalizable Federated Learning Framework for Intelligent Healthcare Systems
- Proactive Wellness via Digital Twins: Forecasting Fatigue Crashes Using LSTM Networks on Physiological Time-Series Signals
- Prostate Cancer Analysis Using a GNN-LSTM Hybrid Algorithm
- Prototype Network-Based Interpretable Cardiac Arrhythmia Classification
- Quantum Information-Guided Deep Learning for High-Dimensional Genomic Data
- Road Accident Severity Prediction Using Context-Aware Feature Representation and Deep Learning Techniques
- Self-Supervised Pretrained CNN with Lightweight Cross-Attention Fusion for Cross-Subject Stress Detection on WESAD
- Spatio-Temporal Feature Extraction Using CNN-Transformers for Continuous ECG Biometric Recognition
- Spatiotemporal Graph Neural Networks (GNNs) for Multi-Station River Anomaly Detection
- Spiking Neural Network for Pattern Recognition Using Nengo
- Stacked CNN-Transformer Ensembles for Multi-Class Plant Nutrient Deficiency Detection from Leaf Images
- Stock Market Trend Prediction Using Deep Neural Networks via Chart Analysis: A Practical Method or a Myth?
- Time-Aware Sensor Transformer for Cross-Domain Univariate Depression Risk Prediction from Passive Mobile Sensing
- Transfer Learning in Low-Resource Environments for Natural Disaster Prediction
Other project domains
- AR/VR (1)
- Artificial Intelligence & ML (230)
- Blockchain (44)
- Computer Vision (111)
- Cybersecurity (112)
- Data Science (54)
- DevOps & Cloud-Native (16)
- Game Development (2)
- Internet of Things (42)
- Mobile App Development (28)
- Natural Language Processing (143)
- Networking & Cloud (40)
- Signal Processing & Wireless (9)
- Software Engineering (66)
- Web Development (256)
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