Mini Project Ideas for College Students in Kolkata

Popular Projects

Python Projects

• 1. real time bangalore traffic monitoring with ai technology
• 2. sign language gesture and sentence recognition and translation (indian sign language)
• 3. diabetic retinopathy detection using deep learning and medical image analysis
• 4. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 5. an ai-powered educational tutor web application
• 6. a fast and effective vision enhancement method for single foggy image
• 7. early parkinson detection using machine learning ai based diagnosis
• 8. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 9. covid-19 detection using transfer learning
• 10. real-time facial emotion detection using cnn and deep learning

Web Application

• 1. ai powered chatbot for smart laptop smartphone recommendations
• 2. smart email notification system with whatsapp integration using python flask
• 3. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 4. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 5. plant leaf disease detection using flask ai powered web applications
• 6. developing an online banking application with spring boot reactjs and mysql
• 7. ai-powered mental health support system
• 8. business real estate management system
• 9. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 10. weather forecating system java jsp mysql java project

Machine Learning

• 1. fetal abnormalities detection from ultrasound images using deep learning
• 2. automated classification of cervical cancer using machine learning techniques
• 3. ai powered cybersecurity visualization global threats and defense strategies
• 4. ensemble technique for brain tumor patient survival prediction
• 5. ai-driven dog disease detection system using deep learning
• 6. crowd sourcing platform for teachers using nlp for task processing
• 7. car sales prediction using machine learning algorithm
• 8. content based image retrieval using convolutional neural network
• 9. smart farming system using machine learning and computer vision
• 10. machine learning–based system for assessing maternal health risks and supporting pregnancy care

Embedded Projects

• 1. women safety device by using pepper spray
• 2. temperature-based fan speed control using arduino
• 3. smoke detection and alert robot
• 4. line follower and obstacle avoiding cleaning robot
• 5. esp32 smart energy meter with wireless monitoring and data analytics
• 6. automatic home appliance control using arduino micro controller and ir and pir sensors
• 7. smart crop monitoring based on machine learning
• 8. automatic remote patient monitoring system
• 9. fire protection system using arduino with smoke and flame detection
• 10. iot based railway track crack detection and alert system

IoT Projects

• 1. automatic toll gate using arduino uno
• 2. voice controlled robot using bluetooth and android smartphone
• 3. medical patient monitoring system with real-time web dashboard with ml
• 4. iot based food dispenser
• 5. women preganacy safety band
• 6. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 7. multi house water control system using iot
• 8. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 9. iot based smart electricity energy meter and theft detection
• 10. smart washroom management using iot for automated hygiene monitoring, water conservation

Raspberry Pi Projects

• 1. swarm robots
• 2. real time animal detection
• 3. smart crop monitoring system using machine learning and android application
• 4. iot android app controlled based pole climbing robot
• 5. fire fighting robot using image processing
• 6. deep learning based weed detection and plucking
• 7. e-secure office using face, fingerprint, password and rfid authentication with raspberry pi
• 8. ai-powered smart blind stick with object detection, gps & voice support
• 9. raspberry pi based plant disease prediction system using image processing techniques
• 10. smart classroom automation and attendance monitoring system using raspberry pi

Java Projects

• 1. restaurant management system java swing mysql java project
• 2. data visualization system java swing mysql java project
• 3. weather forecating system java jsp mysql java project
• 4. online examination system
• 5. online train ticket booking system java jsp mysql java project
• 6. detecting mobile malicious webpages in real time
• 7. cloud based e-learing portal cloud computing java project
• 8. secure electronic voting using blockchain
• 9. supply chain management system java swing mysql java project
• 10. travel ease you all in one transportation booking companion application

Electrical Projects

• 1. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities
• 2. a dual active clamp dc-dc converter with high voltage gain
• 3. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 4. multi level inverter of 7 level using matlab simulink
• 5. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 6. sliding mode controlled dual active bridge dc-dc converter – design & simulation
• 7. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 8. ai based solar powered charging system using resonant lcc boost converter
• 9. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 10. design of voltage mode control for flyback converter final year engineering projects in bangalore

Image Processing

• 1. smart crop yeild prediction based on environmental parameters
• 2. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 3. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 4. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 5. ai based detection of diabetic retinopathy using deep learning
• 6. an enhancement in security and copyright protection technique used for digital still image
• 7. smart surveillance and alert system for weapon detection
• 8. drugged eye detection using image processing deep learning
• 9. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

AI Projects

• 1. ai powered face emotion detection system
• 2. ai-based rare genetic disorder detection and consanguinity risk prediction using machine learning
• 3. ai-powered financial fraud detection system real time anomaly detection
• 4. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 5. ai-based smart energy consumption analyzer and optimization system
• 6. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 7. virtual bank assistance using artificial intelligent with voice bot for better banking
• 8. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 9. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 10. real-time stress detection system using iot and machine learning

Data Mining

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

Cloud Computing

• 1. cloud based e-learing portal cloud computing java project
• 2. complete blood bank management system java spring boot react mysql
• 3. data leakage detection system using alteration-based tracking java project
• 4. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 5. real-time sports score board cloud computing java project
• 6. spring boot-based hospital management system for efficient healthcare operations
• 7. realtime voting platform java mysql cloud project
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. voice command app with cloud functions cloud computing java project
• 10. encrypted cloud storage system using aes-gcm

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. hospital management system web application using mern stack
• 2. facebook clone web application using the mern stack
• 3. music player web application using mern stack
• 4. support desk web application using the mern stack
• 5. fruit shop web application using the mern stack
• 6. mern stack chat appilication with translation
• 7. event management system web application using mern stack
• 8. online examination system with proctoring
• 9. task manager web application using mern stack
• 10. instagram clone web application using the mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. fetal abnormalities detection from ultrasound images using deep learning
• 2. secure electronic voting using blockchain
• 3. medical store management system
• 4. detecting mobile malicious webpages in real time
• 5. bitcoin price prediction using lstm and multioutput regression models with flask
• 6. parkinsons detection using machine learning
• 7. content based image retrieval using convolutional neural network
• 8. crop prediction using machine learning
• 9. handloom design generation using generative networks
• 10. prediction of house prices using machine learning

BCA Projects

• 1. electricity billing system java swing mysql java project
• 2. an automated system to limit covid-19 using facial mask detection and cnn
• 3. online job portal
• 4. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 5. car showroom management system
• 6. secured communication of text and audio using image steganography
• 7. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 8. an automated system to limit covid-19 using facial mask detection and cnn
• 9. ai based image diagnosis of thyroid disorders final year engineering projects
• 10. depression detection from social network data using machine learning techniques

MCA Projects

• 1. an automated system to limit covid-19 using facial mask detection and cnn
• 2. ai based architectural image captioning system for blind students
• 3. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 4. ensemble of pneumonia detection using machin learning
• 5. deep learning based chronic kidney disease detection using iris imaging
• 6. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 7. prediction of underwater surface target through using machine learning
• 8. event management system web application using mern stack
• 9. content based image retrieval using convolutional neural network
• 10. ai powered air quality index tracker with python flask and machine learning

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. smart drought detection system using satellite data and real-time ai weather analysis
• 2. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 3. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 4. fingerprint-based blood group detection system using image processing and machine learning
• 5. real time vital sign monitoring using ai enabled wearables
• 6. ai-based loose screw detection in truck assembly line for quality control
• 7. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 8. smart flood detection and alert system using ml and handheld devices
• 9. medical patient monitoring system with real-time web dashboard with ml
• 10. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts

Free Final Year Projects