AI/ML Projects
1,164 AI/ML projects in the NammaProjects bank — final-year, mini and master's projects with source code, deployment guide, PPT and full training support included. Open any project to see its abstract and exact price.
1164 projects · Page 46 of 49
Skin Lesion Triage from Public Dermoscopy Images (HAM10000) Alert System with Real-Time Alerts
Build an alert system that learns patterns from historical data and flags cases that need attention. You will learn deployment basics, explainability methods and image preprocessing pipelines.…
Claims Fraud Pattern Detection on Synthetic Insurance Data Recommendation Engine using Edge AI and Real-Time Alerts
Build a recommendation engine that classifies incoming items automatically and routes exceptions to humans. You will learn responsible AI safeguards, benchmark comparison and deployment basics.…
Adverse Drug Reaction Signals from FAERS Open Data Recognition System using Gradient Boosting
Build a recognition system that classifies incoming items automatically and routes exceptions to humans. You will learn deployment basics, public dataset documentation and error analysis and failure cases.…
Clinical Entity Extraction on Public Discharge Summary Demos Monitoring System with Dashboard Visualisation
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn train-test leakage control, error analysis and failure cases and benchmark comparison.…
Computer Vision-Based Pressure Ulcer Risk Scoring on Synthetic Nursing Data Screening Tool
Build a screening tool that predicts outcomes early enough for staff to act on them. You will learn error analysis and failure cases, deployment basics and train-test leakage control.…
Sepsis Early Warning on Public ICU Benchmark Data Monitoring System with Anomaly Flags
Build a monitoring system that learns patterns from historical data and flags cases that need attention. You will learn image preprocessing pipelines, train-test leakage control and benchmark comparison.…
Tuberculosis Screening from Public CXR Collections Estimation System using Edge AI and Edge Deployment
Build an estimation system that turns raw records into predictions with clear explanations. You will learn benchmark comparison, image preprocessing pipelines and error analysis and failure cases.…
Fracture Detection on Public Radiograph Sets (MURA) Estimation System using Edge AI and Confidence Scores
Build an estimation system that learns patterns from historical data and flags cases that need attention. You will learn clinical evaluation metrics, benchmark comparison and public dataset documentation.…
Drug-Drug Interaction Alerts from Open Databases (openFDA) Alert System using Natural Language Processing and Dashboard Visualisation
Build an alert system that detects abnormal patterns and raises alerts with supporting evidence. You will learn model calibration, annotation quality checks and deployment basics.…
Heatwave Health Risk Index from Public Aggregates Estimation System with Dashboard Visualisation
Build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn model calibration, deployment basics and explainability methods.…
Disease Outbreak Signals from Public Surveillance Aggregates Recommendation Engine using Ensemble Learning and Explainable Outputs
Build a recommendation engine that scores and ranks cases so experts review the riskiest ones first. You will learn responsible AI safeguards, class imbalance handling and benchmark comparison.…
EEG Seizure Detection on Public Datasets Classification System using Support Vector Machines
Build a classification system that predicts outcomes early enough for staff to act on them. You will learn explainability methods, responsible AI safeguards and benchmark comparison.…
Chest X-Ray Triage on Public Datasets (ChestX-ray14) Recognition System using Edge AI
Build a recognition system that turns raw records into predictions with clear explanations. You will learn annotation quality checks, responsible AI safeguards and image preprocessing pipelines.…
No-Show Prediction for Outpatient Appointments Monitoring System using Time-Series Modelling and Drift Monitoring
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn deployment basics, train-test leakage control and error analysis and failure cases.…
Histopathology Patch Classification on Public Slide Images Prioritisation Engine with Risk Stratification
Build a prioritisation engine that learns patterns from historical data and flags cases that need attention. You will learn benchmark comparison, deployment basics and public dataset documentation.…
Multimodal Retrieval for Industrial Manuals with Diagram Understanding
Retrieve answers from service manuals where the critical information lives in diagrams. You will learn diagram understanding, multimodal indexing and technician-focused evaluation.…
Edge-Deployed Bird Species Identification from Audio Calls
Build a device that identifies birds by call for biodiversity surveys. You will learn bioacoustics, audio classification and field deployment.…
Real-Time Sign Board Detection for Driver Assistance
Build a driver-assistance prototype that reads speed and warning signs aloud. You will learn embedded vision, dataset building and assistance UX.…
ECG Monitoring with Arrhythmia Classification on an Edge Device
Build a portable ECG that classifies rhythm problems on-device and shares reports. You will learn biosignal acquisition, edge classification and health data handling.…
Voice-Activated Robotic Arm for Assistive Use
Build an arm that follows voice commands to help users with limited mobility. You will learn voice interfaces, kinematics and assistive safety design.…
AI-Based Solar Panel Soiling and Fault Detection from Images
Detect dust, cracks and hotspots in panel images and schedule cleaning by loss. You will learn solar O&M analytics, image datasets and loss estimation.…
Smart Surveillance with Abandoned Object Detection
Build surveillance that flags objects left unattended in public spaces. You will learn video event detection, tracking and security workflows.…
Speaker Identification System for Secure Access
Build voice-based access that verifies who is speaking, not just what is said. You will learn speaker recognition, spoofing risks and access system design.…
Handwriting Recognition Pen with IMU Sensors
Build a pen that recognises what you write in the air or on any surface. You will learn inertial sensing, sequence classification and product prototyping.…