College Project Ideas List 2026

Popular Projects

Python Projects:-

• 1. insect pest image detection and recognition based on deep learning algorithm
• 2. ai based detection of diabetic retinopathy using deep learning
• 3. mango leaf disease identification & classification using ai
• 4. ai based architectural image captioning system for blind students
• 5. real time object detection for adas autonomous driving assistance system
• 6. deep learning based chronic kidney disease detection using iris imaging
• 7. real time battery health and charge monitoring system using machine learning
• 8. business real estate management system
• 9. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 10. eeg based health monitoring system for epileptic seizure detection

Web Application:-

• 1. predict your dating app match outcomes with ai accuracy
• 2. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 3. online food ordering system
• 4. deep learning-based dementia detection system using medical data
• 5. plant leaf disease detection using flask ai powered web applications
• 6. supermarket billing system java swing mysql java project
• 7. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 8. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 9. ai-powered financial fraud detection system real time anomaly detection
• 10. ai powered cybersecurity visualization global threats and defense strategies

Machine Learning:-

• 1. ai based detection of diabetic retinopathy using deep learning
• 2. advanced driver assistance systems
• 3. rainfall prediction using machine learning
• 4. detecting and mitigating clinical errors in electronic health records using deep learning
• 5. federated learning-based medical image classification with secure model aggregation
• 6. implementation of recognition model for ancient kannada epigraphs using image processing
• 7. depression risk management system using machine learning with flask web applications
• 8. college score based university rank prediction using machine learning and flask web application
• 9. ai enabled water well predictor using deep learning final year engineering projects
• 10. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture

Embedded Projects:-

• 1. fingerprint biometric based attendance system for college using iot
• 2. aqi surveillance for smart residences
• 3. real-time stress detection system using iot and machine learning
• 4. collective intelligence-driven analytics with next-generation communication for smart cities
• 5. automatic fault detection and clearing system in electric vehicles
• 6. human following robot
• 7. eeg based brain controlled wheelchair for physically challenging person
• 8. smoke detection and alert robot
• 9. automatic toll gate using arduino uno
• 10. water quality monitoring system using iot for real-time smart water management

IoT Projects:-

• 1. smart greenhouse monitoring and control using iot and predictive analytics
• 2. multi house water control system using iot
• 3. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 4. smart washroom management using iot for automated hygiene monitoring, water conservation
• 5. iot base agriculture plant monitoring and automatic control water pump
• 6. real-time medical patient monitoring system using esp32 and max30105
• 7. live streaming using esp32cam
• 8. temperature-based fan speed control using arduino
• 9. iot based motor speed control in rpm
• 10. arduino based automatic hole punch device using servo motor

Raspberry Pi Projects:-

• 1. license plate recognition system with automatic gate control using raspberry pi
• 2. crowd density detection using ai real-time smart surveillance system
• 3. speech controlled home automation system using raspberry pi
• 4. smart transportation in industrial warehouses
• 5. emotion and stress detection using artificial intelligence
• 6. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 7. ai powered automatic pothole detection and filling system for smart road maintenance
• 8. ai-based weather forecasting system using raspberry pi and machine learning
• 9. raspberry pi based plant disease prediction system using image processing techniques
• 10. women safety and health monitoring device using iot

Java Projects:-

• 1. supermarket billing system java swing mysql java project
• 2. supply chain management system java swing mysql java project
• 3. attendance management system java swing mysql java project
• 4. online survey system java mysql java project
• 5. secure electronic voting using blockchain
• 6. crowd sourcing platform for teachers using nlp for task processing
• 7. online shopping e-commerce java jsp mysql java project
• 8. fake product identification system
• 9. travel ease you all in one transportation booking companion application
• 10. file sharing system with google drive api cloud computing java project

Electrical Projects:-

• 1. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 2. design and simulation of nine level switched capacitor multi level inverter
• 3. design of multilevel inverter with asymmetrical voltage sources with reduced number of switches
• 4. design and implementation of a single-phase boost pfc based on-board ev charger for efficient electric vehicle charging
• 5. a single stage ac-dc converter with pwm control based dc voltage regulation
• 6. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 7. ai based solar powered charging system using resonant lcc boost converter
• 8. high voltage gain dc-dc boost converter with transformer and active clamp technology
• 9. multi level inverter of 7 level using matlab simulink
• 10. design and implementation of pv based positive output super lift luo converter fed bldc motor

Image Processing:-

• 1. key generation for zero steganography using dna sequences
• 2. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 3. breast cancer detection using machine learning and medical imaging
• 4. intelligent transportation system using face eyes and object detection with ai
• 5. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 6. kidney stone detection and stone analysis using image processing and deep learning
• 7. deep learning approach for human stress detection using haar cascade
• 8. handloom design generation using generative networks
• 9. heart disease prediction using retinal images
• 10. brain tumor detection and classification using cnn with image fusion techniques

AI Projects:-

• 1. deep learning based dog disease detection system using image classification
• 2. virtual bank assistance using artificial intelligent with voice bot for better banking
• 3. multilingual ai-powered mental health chatbot using nlp and deep learning
• 4. harnessing generative ai for predictive climate change analysis and impact forecasting
• 5. face recognition attendance system with opencv ai-based attendance tracker
• 6. real time food calories estimation in fruit and vegetables using yolo model
• 7. hand gesture recognition and voice conversion system using deep learning
• 8. smart canteen solutions automating food services with iot & ai
• 9. intelligent transportation system using face eyes and object detection with ai
• 10. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism

Data Mining:-

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

Cloud Computing:-

• 1. voice command app with cloud functions cloud computing java project
• 2. data leakage detection system using alteration-based tracking java project
• 3. encrypted cloud storage system using aes-gcm
• 4. developing an online banking application with spring boot reactjs and mysql
• 5. cloud based expense tracker system
• 6. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 7. retail customer segmentation with cloud computing colud computing java project
• 8. email spam deduction system using java
• 9. real-time sports score board cloud computing java project
• 10. attendance tracker system java mysql java project

VLSI Projects:-

MERN Projects:-

• 1. twitter clone using mern stack web application
• 2. hospital management system web application using mern stack
• 3. mern stack chat appilication with translation
• 4. instagram clone web application using the mern stack
• 5. online examination system with proctoring
• 6. fruit shop web application using the mern stack
• 7. support desk web application using the mern stack
• 8. course-selling web application using the mern stack
• 9. event management system web application using mern stack
• 10. online employee booking system for building construction

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. library management system
• 2. gold price prediction using ensemble based machine learning
• 3. erythrocyte classification using machine learning algorithm
• 4. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 5. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 6. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 7. aerial surveillance using satellite images using machine learning
• 8. detecting mobile malicious webpages in real time
• 9. face mask detection for covid-19 using machine learning
• 10. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition

BCA Projects:-

• 1. fake news detection using machine learning algorithm
• 2. ai based stress level prediction for it employees using machine learning final year projects
• 3. online payment fraud detection
• 4. image cryptography using aes algorithms for secure communication
• 5. hospital management system
• 6. a fast and effective vision enhancement method for single foggy image
• 7. improved slm for papr reduction in ofdm system
• 8. early parkinson detection using machine learning ai based diagnosis
• 9. simple product sales website using html css javascript
• 10. ai powered autism detection using facial expression and eye tracking

MCA Projects:-

• 1. automated attendance system using facial recognition
• 2. real time fish detection and tracking for smart aquarium
• 3. online train ticket booking system java jsp mysql java project
• 4. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 5. inventory management system
• 6. rainfall prediction using machine learning
• 7. travel ease you all in one transportation booking companion application
• 8. real time ai chat-bot using machine learning and flask web application
• 9. virtual bank assistance using artificial intelligent with voice bot for better banking
• 10. tumor region extraction using edge detection method in brain mri images

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. smart flood detection and alert system using ml and handheld devices
• 2. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 3. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 4. medical patient monitoring system with real-time web dashboard with ml
• 5. real time vital sign monitoring using ai enabled wearables
• 6. ai powered smart helmet with eye tracking and automated emergency services
• 7. ai-based loose screw detection in truck assembly line for quality control
• 8. fingerprint-based blood group detection system using image processing and machine learning
• 9. automatic fault detection and clearing system in electric vehicles
• 10. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor

Free Final Year Projects :-

• 1. test product for meta review