Which ML projects are trending in 2026?

Popular Projects

Python Projects:-

• 1. ai-based personal finance manager
• 2. secure image steganography with captcha authentication for hidden text protection
• 3. fetal abnormalities detection from ultrasound images using deep learning
• 4. ai based realtime disaster management system
• 5. voice emotion detection system using hubert deep learning model
• 6. ai powered face emotion detection system
• 7. detection of cyber bullying on social media using machine learning
• 8. stress detection based on eeg signal
• 9. django e commerce eshop applications
• 10. south indian sign language detection using hand gesture recognition

Web Application:-

• 1. ai powered acoustic event detection for crop protection using bird sound recognition
• 2. ai powered dengue outbreak prediction system
• 3. ai-powered financial fraud detection system real time anomaly detection
• 4. bone tumour detection system
• 5. simple product sales website using html css javascript
• 6. ai powered system for early detection of heart disease using cnn
• 7. ai exam proctor system using computer vision and deep learning
• 8. event management system web application using mern stack
• 9. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 10. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project

Machine Learning:-

• 1. phishing websites detection using machine learning with flask web application
• 2. spam email detection using machine learning | ai based email spam filter project
• 3. ai-based garbage detection using yolo object detection for smart waste management
• 4. insect pest image detection and recognition based on deep learning algorithm
• 5. ai based realtime disaster management system
• 6. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 7. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 8. power consumption monitoring and prediction system using machine learning and flask
• 9. machine learning techniques for chronic kidney disease risk prediction
• 10. ai-based multi-sensor object tracking system for high accuracy and reliability

Embedded Projects:-

• 1. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 2. controller area network can based vehicle
• 3. alcohol sensing alert with engine locking system
• 4. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 5. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 6. automatic vehicle speed limiter for express highways using smart control systems
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. automatic patient medicine reminder system
• 9. esp32 smart energy meter with wireless monitoring and data analytics
• 10. smart medication management system for elderly people

IoT Projects:-

• 1. esp32 smart energy meter with wireless monitoring and data analytics
• 2. iot based whether monitoring and control system
• 3. remote monitoring and control of wheelchair via iot
• 4. smart irrigation system using esp32 and iot for automated soil moisture monitoring and water management
• 5. monitoring and detection of ammonia and carbon dioxide in poultry farming
• 6. real time iot air quality monitoring with ml web platform
• 7. iot base agriculture plant monitoring and automatic control water pump
• 8. real time robotic hand replication using sensor gloves
• 9. accident detection and alert system using arduino and iot
• 10. smart washroom management using iot for automated hygiene monitoring, water conservation

Raspberry Pi Projects:-

• 1. ai powered smart helmet with eye tracking and automated emergency services
• 2. raspberry pi based plant disease prediction system using image processing techniques
• 3. deep learning based weed detection and plucking
• 4. ai-based fall detection system for elderly care and safety
• 5. eyeball movement based computer cursor control using raspberry pi and opencv
• 6. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 7. emotion and stress detection using artificial intelligence
• 8. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 9. design and implementation of autonomous car using raspberry pi
• 10. water quality monitoring system using raspberry pi iot-based real-time analysis

Java Projects:-

• 1. travel ease you all in one transportation booking companion application
• 2. cloud based e-learing portal cloud computing java project
• 3. restaurant management system java swing mysql java project
• 4. cloud based expense tracker system
• 5. detecting mobile malicious webpages in real time
• 6. secure electronic voting using blockchain
• 7. online survey system java mysql java project
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. supply chain management system java swing mysql java project
• 10. automated attendance system using facial recognition

Electrical Projects:-

• 1. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 2. design and simulation of nine level switched capacitor multi level inverter
• 3. design and control of single stage ac-dc buck converter for drive applications
• 4. high gain boost converter with fuzzy logic control for dc microgrids design and analysis buy simulation projects
• 5. simulation of hybrid battery-pv-wind-fuel cell sources integrated in dc-microgrid
• 6. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 7. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 8. wireless energy transfer on road for electrical vehicles
• 9. a dual active clamp dc-dc converter with high voltage gain
• 10. design and implementation of new multilevel inverter topology for trinary sequence using unipolar pulse width modulation

Image Processing:-

• 1. breast cancer detection and classification using convolution neural networks
• 2. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 3. deep learning based dog disease detection system using image classification
• 4. artistic image creation using neural style transfer with gan algorithm
• 5. alzheimer disease detection
• 6. event detection system using machine learning
• 7. a deep learning approach to detect lumpy skin disease in cows
• 8. an automated system to limit covid-19 using facial mask detection and cnn
• 9. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 10. breast cancer detection using machine learning and medical imaging

AI Projects:-

• 1. lung tumor detection using machine learning
• 2. voice-based email system for visually challenged users
• 3. automated bone fracture detection using convolutional neural networks
• 4. bone tumour detection system
• 5. identification of mature level and count of nutmeg using color space segmentation algorithm
• 6. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 7. mango leaf disease identification & classification using ai
• 8. helmet and number plate detection and recognition using yolo model
• 9. yoga pose and human activity recognition system
• 10. artistic image creation using neural style transfer with gan algorithm

Data Mining:-

• 1. tour recommender app using cloud resource sharing cloud computing java project

Cloud Computing:-

• 1. cloud-enabled complaint tracker cloud computing java project
• 2. cloud based e-learing portal cloud computing java project
• 3. email spam deduction system using java
• 4. attendance tracker system java mysql java project
• 5. retail customer segmentation with cloud computing colud computing java project
• 6. realtime voting platform java mysql cloud project
• 7. tour recommender app using cloud resource sharing cloud computing java project
• 8. spring boot-based hospital management system for efficient healthcare operations
• 9. complete blood bank management system java spring boot react mysql
• 10. voice command app with cloud functions cloud computing java project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. twitter clone using mern stack web application
• 2. online employee booking system for building construction
• 3. e-commerce web application based on mern software
• 4. facebook clone web application using the mern stack
• 5. hospital management system web application using mern stack
• 6. online examination system with proctoring
• 7. task manager web application using mern stack
• 8. support desk web application using the mern stack
• 9. course-selling web application using the mern stack
• 10. music player web application using mern stack

Android Projects:-

• 1. speech to text and text to speech android app
• 2. automated attendance system using facial recognition
• 3. gym workout maintenance app
• 4. android quiz app
• 5. automated attendance system using facial recognition
• 6. online movie streaming app
• 7. bluetooth messenger chat app
• 8. covid19 stat app using android app

Blockchain Projects:-

• 1. efficient and lightweight blockchain for secure transaction tracking using python
• 2. attendance tracker system java mysql java project
• 3. microservice-based banking application spring boot reactjs mysql cloud project
• 4. blockchain-based e-voting system using flask and python
• 5. a blockchain-powered secure framework for organic agriculture
• 6. block chain powered cyber risk prediction and insurance platform

Mini Projects:-

• 1. automated attendance system using facial recognition
• 2. ai based realtime disaster management system
• 3. vehicle service management system
• 4. stress detection in it professionals big data using machine learning and flask web application
• 5. real time mock interview evaluation using facial expressions with cnn
• 6. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 7. vitamin deficiency detection using image processing and convolution neural network
• 8. inventory management system
• 9. detection of cyber bullying on social media using machine learning
• 10. identification of mature level and count of nutmeg using color space segmentation algorithm

BCA Projects:-

• 1. online tourism management system java mysql java project
• 2. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 3. online quiz system
• 4. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 5. online job portal
• 6. gan-based image super-resolution with a novel quality loss
• 7. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 8. ai powered cybersecurity visualization global threats and defense strategies
• 9. blood group detection rbc wbc counting and disease detection using an image processing approach and machine learning
• 10. prediction of wine quality using machine learning algorithms

MCA Projects:-

• 1. simple product sales website using html css javascript
• 2. gan-based image super-resolution with a novel quality loss
• 3. deep learning approach for human stress detection using haar cascade
• 4. a fast and effective vision enhancement method for single foggy image
• 5. ai powered autism detection using facial expression and eye tracking
• 6. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 7. crop prediction using machine learning
• 8. skin prick test wheal detection in 3d image via convolutional neural network
• 9. improved slm for papr reduction in ofdm system
• 10. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. smart drought detection system using satellite data and real-time ai weather analysis
• 2. smart flood alert system for real-time early warnings using handheld devices
• 3. smart flood detection and alert system using ml and handheld devices
• 4. automatic fault detection and clearing system in electric vehicles
• 5. medical patient monitoring system with real-time web dashboard with ml
• 6. real time vital sign monitoring using ai enabled wearables
• 7. ai-based loose screw detection in truck assembly line for quality control
• 8. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 9. ai powered smart helmet with eye tracking and automated emergency services
• 10. fingerprint-based blood group detection system using image processing and machine learning

Free Final Year Projects :-