PyTorch projects for beginners

Popular Projects

Python Projects:-

• 1. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 2. ai-powered cybersecurity using python ml and dl to tackle global threats
• 3. diabetic retinopathy detection using deep learning and medical image analysis
• 4. secure image steganography with captcha authentication for hidden text protection
• 5. automated left atrial segmentation from magnetic resonance image sequences
• 6. ai-powered virtual try-on system using computer vision and real-time pose estimation
• 7. cyber security for data embedding image decomposition techniques using dwt
• 8. federated learning-based medical image classification with secure model aggregation
• 9. ai exam proctor system using computer vision and deep learning
• 10. fake product identification system

Web Application:-

• 1. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 2. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 3. machine learning based anomaly detection for enhanced cloud security
• 4. supermarket billing system java swing mysql java project
• 5. event management system web application using mern stack
• 6. instagram clone web application using the mern stack
• 7. plant leaf disease detection using flask ai powered web applications
• 8. cross domain plant leaf disease detection using deep learning best python projects
• 9. supply chain management system java swing mysql java project
• 10. smart e-commerce platform with recommendation system

Machine Learning:-

• 1. advanced health monitoring system for real time patient tracking
• 2. phishing websites detection using machine learning with flask web application
• 3. travel ease you all in one transportation booking companion application
• 4. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 5. fake news detection using machine learning algorithm
• 6. monetary loan eligibility prediction using machine
• 7. real time food calories estimation in fruit and vegetables using yolo model
• 8. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture
• 9. neural and ml based hybrid ai for rainfall forecasting
• 10. key generation for zero steganography using dna sequences

Embedded Projects:-

• 1. hybrid solar wind system for maximum power generator
• 2. smart washroom management using iot for automated hygiene monitoring, water conservation
• 3. eeg based brain controlled wheelchair for physically challenging person
• 4. automatic robotic arm control using arduino micro controller and servo motors
• 5. emg-based brain controlled electric vehicle system
• 6. object temperature deduction system
• 7. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 8. build an rfid powered inventory system python flask ml integration
• 9. arduino microcontroller based gyroscope remote control car
• 10. smart medication management system for elderly people

IoT Projects:-

• 1. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 2. line follower and obstacle avoiding robot using arduino with smart navigation system
• 3. smart car parking management system
• 4. ambulance path optimization system and emergency messenger using lora
• 5. obstacle avoiding robot car using arduino
• 6. arduino-based automatic fire protection system with fire detection
• 7. emg-based brain controlled electric vehicle system
• 8. real-time medical patient monitoring system using esp32 and max30105
• 9. ai-driven iot system for real-time water quality assessment
• 10. ai crop recommendation by using llm with help of chatbot

Raspberry Pi Projects:-

• 1. identification of mature level and count of nutmeg using color space segmentation algorithm
• 2. swarm robots
• 3. raspberry pi based secure door lock system using rfid and lcd display
• 4. real time animal detection
• 5. eyeball movement based computer cursor control using raspberry pi and opencv
• 6. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 7. smart crop monitoring system using machine learning and android application
• 8. real-time plant irrigation, disease, and animal detection
• 9. ai-based fall detection system for elderly care and safety
• 10. board security robot using raspberry pi

Java Projects:-

• 1. email spam deduction system using java
• 2. flight booking system java html css javascript mysql java project
• 3. detecting mobile malicious webpages in real time
• 4. restaurant management system java swing mysql java project
• 5. cloud-enabled complaint tracker cloud computing java project
• 6. online tourism management system java mysql java project
• 7. weather forecating system java jsp mysql java project
• 8. supermarket billing system java swing mysql java project
• 9. inventory management system html java mysql
• 10. vitamin deficiency detection using image processing and convolution neural network

Electrical Projects:-

• 1. self power generation in electric vehicles using driving wheel power electronics projects for mtech
• 2. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 3. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 4. high gain boost converter with fuzzy logic control for dc microgrids design and analysis buy simulation projects
• 5. design and simulation of pv standalone inverter with battery energy storage system
• 6. a single-phase boost pfc based on-board ev charger
• 7. top-down mixed-signal design methodology with analog hdl and mixed-signal simulator power system projects mtech
• 8. wireless energy transfer on road for electrical vehicles
• 9. simulation of flc based hybrid pv-wind-fuel cell sources integrated in dc-microgrid
• 10. design and simulation of nine level switched capacitor multi level inverter

Image Processing:-

• 1. early detection system for foot ulceration in diabetic patients using deep learning
• 2. face mask detection for covid-19 using machine learning
• 3. covid-19 detection using transfer learning
• 4. secured communication of text and audio using image steganography
• 5. ai based image diagnosis of thyroid disorders final year engineering projects
• 6. deep learning based dog disease detection system using image classification
• 7. bmnet deepfake detection model with bilstm and multi head attention
• 8. rose plant disease prediction using convolution neural network algorithm
• 9. real time fish detection and tracking for smart aquarium
• 10. bone tumour detection system

AI Projects:-

• 1. human machine collaboration for improved brain computer interface
• 2. skin prick test wheal detection in 3d image via convolutional neural network
• 3. federated learning-based medical image classification with secure model aggregation
• 4. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 5. real time color detection system using python and opencv
• 6. artistic image creation using neural style transfer with gan algorithm
• 7. multimodal biometric system using human signature palm recognition
• 8. accident detection from video surveillance
• 9. a fast and effective vision enhancement method for single foggy image
• 10. kidney stone detection and stone analysis using image processing and deep learning

Data Mining:-

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

Cloud Computing:-

• 1. spring boot-based hospital management system for efficient healthcare operations
• 2. news aggregator using cloud api cloud computing java project
• 3. encrypted cloud storage system using aes-gcm
• 4. realtime voting platform java mysql cloud project
• 5. tour recommender app using cloud resource sharing cloud computing java project
• 6. complete blood bank management system java spring boot react mysql
• 7. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 8. data leakage detection system using alteration-based tracking java project
• 9. cloud based e-learing portal cloud computing java project
• 10. cloud-enabled complaint tracker cloud computing java project

VLSI Projects:-

MERN Projects:-

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

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. event management system web application using mern stack
• 2. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 3. spam detection using machine learning algorithm
• 4. implementation of recognition model for ancient kannada epigraphs using image processing
• 5. django polling system
• 6. financial fraud detection with machine learning advanced ai for risk prevention
• 7. home service management system
• 8. the use of vocal biomarkers from research to clinical practice
• 9. speed read technique using nlp
• 10. robust voice recognition system for identifying original and duplicate voice sampl

BCA Projects:-

• 1. hospital management system web application using mern stack
• 2. deep learning approach for human stress detection using haar cascade
• 3. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 4. online tourism management system java mysql java project
• 5. eyeball movement based computer cursor control using raspberry pi and opencv
• 6. handloom design generation using generative networks
• 7. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 8. complete blood bank management system java spring boot react mysql
• 9. filtering abusive text by using machine learning
• 10. lung tumor detection using machine learning

MCA Projects:-

• 1. online resume builder java html css javascript java project
• 2. key generation for zero steganography using dna sequences
• 3. ensemble technique for brain tumor patient survival prediction
• 4. online survey system java mysql java project
• 5. machine learning techniques for chronic kidney disease risk prediction
• 6. stress detection in it professionals big data using machine learning and flask web application
• 7. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 8. speed read technique using nlp
• 9. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 10. exercise tracker web application using the mern stack

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. ai powered smart helmet with eye tracking and automated emergency services
• 2. smart flood alert system for real-time early warnings using handheld devices
• 3. fingerprint-based blood group detection system using image processing and machine learning
• 4. real time vital sign monitoring using ai enabled wearables
• 5. smart drought detection system using satellite data and real-time ai weather analysis
• 6. medical patient monitoring system with real-time web dashboard with ml
• 7. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 8. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture

Free Final Year Projects :-

• 1. test product for meta review