PROJECT IDEAS BY BRANCH
315 AI & Machine Learning project ideas & topics
Looking for AI & Machine Learning project topics? Scan the full title list below — every idea links straight to its complete project page with abstract, features, what's included and a quotation option.
A
- 1A/B Testing Platform for ML Models
- 2Abandoned Luggage Detection using OpenCV
- 3AI Code Review Assistant for Python Code Quality
- 4AI Mock Interview System with Feedback
- 5AI Question Paper Generator from Syllabus
- 6AI-Based Phishing Website Detection
- 7AI-Generated Text Detection using NLP
- 8AI-Powered College Enquiry Chatbot with Admin Panel
- 9AI-Powered Resume Screening and Candidate Ranking System
- 10Air Quality Index Prediction using Machine Learning
- 11Air Quality Index Prediction using Random Forest
- 12Alzheimer's Detection using MRI
- 13Anomaly Detection in Network Traffic using Isolation Forest
- 14AQI Forecasting using Time Series Models
- 15Automatic Number Plate Recognition using OpenCV
B
- 16Banking Support Intent Classification using NLP (Banking77)
- 17Bearing Fault Diagnosis from Vibration Signals using 1D CNN
- 18Bike Sharing Demand Prediction using Machine Learning
- 19Bird Feeder Species Logger on Raspberry Pi
- 20Bird Species Classification using EfficientNet
- 21Blockchain Based Secure Voting System
- 22Bone Fracture Detection from X-ray using CNN
- 23Book Recommendation using Collaborative Filtering (Book-Crossing)
- 24Book Recommendation using Hybrid Filtering
- 25Brain Tumor Detection using CNN
- 26Breast Cancer Detection using CNN
- 27Breast Cancer Detection using Machine Learning (Wisconsin Diagnostic)
- 28Bus Arrival Time Prediction using GPS History
C
- 29Campus FAQ Chatbot using Retrieval-Augmented Generation
- 30Car Model Recognition from Photos using CNN (Stanford Cars)
- 31Cataract Detection from Eye Images using CNN
- 32Cattle Breed Identification from Images using CNN
- 33Chatbot using Seq2Seq
- 34Churn Prediction using Random Forest
- 35Concrete Compressive Strength Prediction using ML
- 36Concrete Crack Detection using Image Processing
- 37Construction Helmet Detection using YOLOv8
- 38Content-Based Image Retrieval using Color Histograms
- 39COVID-19 Detection using Chest X-Rays
- 40Credit Card Fraud Detection using Isolation Forest
- 41Credit Card Fraud Detection using Machine Learning
- 42Credit Card Fraud Detection using XGBoost
- 43Crop Price Forecasting using XGBoost and Historical Mandi Data
- 44Crop Recommendation System using Machine Learning
- 45Crop Recommendation System using Machine Learning (Soil and Climate Dataset)
- 46Crop Yield Prediction using Random Forest
- 47Crowd Counting from Images using CNN
- 48Crowd Counting using CSRNet
- 49Customer Churn Prediction using XGBoost (Telco Customer Churn Dataset)
- 50Customer Segmentation using K-Means
- 51Customer Segmentation using K-Means Clustering (Mall Customers)
D
- 52Deepfake Audio Detection using Deep Learning (ASVspoof)
- 53Deepfake Detection using XceptionNet
- 54Deepfake Image Detection using CNN (FaceForensics Dataset)
- 55Deepfake Image Detection using Deep Learning
- 56Demand Forecasting using Time Series
- 57Diabetes Risk Prediction using Machine Learning
- 58Diabetic Retinopathy Detection using CNN
- 59Diabetic Retinopathy Grading from Fundus Images using CNN
- 60Diabetic Retinopathy Grading using EfficientNetB0 (APTOS 2019 Dataset)
- 61Disaster Tweet Classification using NLP
- 62Disease Prediction System using Machine Learning
- 63Disk Failure Prediction using SMART Data and Random Forest (Backblaze)
- 64Dog Breed Classification using Transfer Learning
- 65Dog Breed Identification from Photos using CNN
- 66Driver Drowsiness Detection using Eye Tracking
- 67Drowning Detection in Pools using CNN
- 68Duplicate Image Detection using Perceptual Hashing
E
- 69ECG Arrhythmia Detection using 1D CNN
- 70Edge-AI Crop Disease Classifier & Precision Irrigation Hub
- 71Edge-AI People Counter on Jetson Nano
- 72Edge-AI Perimeter Intrusion Detector
- 73Edge-AI Solar Micro-Grid Monitoring and Power Theft Detection System
- 74Edge-AI Vehicle Counter on Raspberry Pi
- 75Electricity Demand Forecasting using LSTM
- 76Electricity Theft Detection using XGBoost
- 77Emotion Detection from Text using BERT
- 78Employee Attrition Prediction using Machine Learning
- 79Employee Attrition Prediction using XGBoost
- 80Energy Consumption Anomaly Detection using Smart Meter Data
- 81Energy Consumption Forecasting using Prophet
- 82Essay Scoring using BERT
- 83Extractive Question Answering using BERT (SQuAD)
F
- 84Fabric Defect Detection using CNN
- 85Fabric Defect Detection using Deep Learning
- 86Face Age Estimation using CNN
- 87Face Recognition Door Lock using ESP32-CAM
- 88Facial Emotion Detection using CNN
- 89Fake Job Posting Detection using NLP
- 90Fake News Detection using BERT
- 91Fake News Detection using BERT (LIAR)
- 92Fake News Detection using NLP & Machine Learning
- 93Fake News Detection using Transformers
- 94Fake Product Review Detection using NLP
- 95Fake Review Detection using LSTM
- 96Fashion Outfit Matching using CLIP
- 97Fingerprint Spoof Detection using CNN
- 98Fire and Smoke Detection from CCTV using CNN
- 99Fish Species Classification from Photos using CNN
- 100Fish Species Recognition using CNN