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.
F
- 101Flight Delay Prediction using Machine Learning
- 102Flight Fare Prediction using Machine Learning
- 103Flood Level Forecasting using LSTM
- 104Floor Plan Generator using GAN
- 105Flower Species Classification using CNN (Oxford 102)
- 106Food Calorie Estimation from Photos using CNN
- 107Fraud Detection in Insurance Claims using Autoencoders
- 108Fruit Freshness Classification using CNN
- 109Fruit Quality Grading using CNN
- 110Fruit Ripeness Classification using CNN
- 111Fruit Ripeness Detection using CNN
G
- 112Garbage Dump Detection in Drone Imagery using YOLO
- 113Gaze Tracking using Webcam and Dlib
- 114Grain Quality Grading from Images using CNN
- 115Grain Quality Grading using Computer Vision
- 116Grammar Error Correction using T5
- 117Gym Exercise Form Checker using Pose Estimation
H
- 118Hand Gesture Recognition using CNN
- 119Handwritten Digit Recognition with Custom CNN (MNIST)
- 120Handwritten Equation Solver using CNN
- 121Handwritten Signature Verification using Siamese Networks
- 122Handwritten Text Recognition using CRNN
- 123Hate Speech Detection using LSTM
- 124Heart Disease Prediction using Machine Learning
- 125Heart Disease Prediction using Machine Learning (UCI Heart Dataset)
- 126Hindi Speech Recognition using Wav2Vec2
- 127Hinglish Code-Mixed Translation using Transformers
- 128Hotel Booking Cancellation Prediction using Machine Learning
- 129House Number Recognition using SVHN
- 130House Price Prediction using XGBoost
- 131Human Activity Recognition using 3D CNN
- 132Human Activity Recognition using Smartphone Sensors
I
- 133Illegal Mining Detection using Satellite ML
- 134Image Captioning using BLIP
- 135Image Captioning using CNN-LSTM (Flickr8k)
- 136Image Captioning using CNN-RNN
- 137Image Forgery Detection using Error Level Analysis
- 138Image Inpainting using Partial Convolutions
- 139Image Super-Resolution using ESRGAN
- 140Indian Coin Denomination Recognition using CNN
- 141Indian Currency Note Recognition using CNN for the Visually Impaired
- 142Insect Pest Identification using CNN
- 143IoT-Based Smart Attendance System with Face Recognition and RFID Verification
- 144IPL Match Win Predictor using Random Forest (Match History Dataset)
K
- 145Keystroke Dynamics Authentication using Machine Learning
- 146Keyword Extraction from Research Papers using NLP
- 147Kidney Disease Prediction using Machine Learning
L
- 148Lane Detection for Driver Assistance using OpenCV
- 149Language Identification from Text (WiLI-2018)
- 150Legal Clause Risk Highlighter for Rental Agreements
- 151Lip Reading using 3D CNN
- 152Liver Disease Prediction using Machine Learning
- 153Loan Default Prediction using Gradient Boosting
- 154Loan Default Prediction using Machine Learning
- 155Logo Similarity Search using Siamese Networks
- 156Low-Light Image Denoising using DnCNN
M
- 157Malaria Detection using CNN
- 158Malaria Parasite Detection in Blood Cell Images using CNN
- 159Malware Detection from PE File Headers using Machine Learning
- 160Marathi News Classification using IndicBERT
- 161Market Basket Analysis using Apriori Algorithm (Online Retail Dataset)
- 162MCQ Distractor Generation using Transformers
- 163Medicinal Plant Identification from Leaves using CNN
- 164Meeting Minutes Summarizer from Audio Recordings
- 165Mobile Price Range Classification using Random Forest
- 166Movie Recommendation Engine using Collaborative Filtering (MovieLens 100K Dataset)
- 167Movie Recommendation using Content-Based Filtering
- 168Multi-Agent AI System using LangGraph
- 169Mushroom Edibility Classifier using ML
- 170Music Genre Classification from Audio using CNN
- 171Music Genre Classification using CNN
- 172Music Genre Classification using CNN (GTZAN)
- 173Music Genre Classification using Machine Learning
- 174Music Recommendation using Spotify Data
N
- 175Named Entity Recognition for Legal Documents using BERT
- 176Natural Language to SQL Query Generator
- 177Network Intrusion Detection using Machine Learning (NSL-KDD)
- 178Neural Machine Translation
- 179Neural Style Transfer App using PyTorch
- 180News Article Category Classification using DistilBERT
- 181News Article Summarization using T5 Transformer (CNN/DailyMail Dataset)
- 182Next Word Prediction using LSTM
O
- 183Offline Voice Assistant Project using Python and Vosk Speech Recognition
- 184Oil Spill Detection from Satellite SAR Images using CNN
- 185Old Photo Restoration using DeOldify
P
- 186Paraphrase Detection using Sentence Transformers
- 187Parking Lot Occupancy Detection using Computer Vision
- 188Parking Slot Occupancy Detection using CNN
- 189Parkinson's Detection using Voice Analysis
- 190Parkinson's Disease Detection from Voice using Machine Learning
- 191PCB Defect Detection using CNN
- 192PCB Defect Detection using YOLO
- 193Pest Detection in Farm Crops using YOLO
- 194Phishing URL Detection using Machine Learning
- 195Phishing URL Detection using Random Forest
- 196Phishing Website Detection using Machine Learning
- 197Plant Disease Detection using CNN (PlantVillage)
- 198Plant Disease Detection using Transfer Learning
- 199Plant Leaf Disease Detection using CNN
- 200Plant Species Identification using MobileNet