PyTorch projects for beginners

Popular Projects

Python Projects

• 1. bitcoin price prediction using lstm and multioutput regression models with flask
• 2. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 3. inventory management system
• 4. ensemble technique for brain tumor patient survival prediction
• 5. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 6. smart email notification system with whatsapp integration using python flask
• 7. advanced traffic sign detection system with artificial intelligence
• 8. ai conversational assistant using natural language processing (nlp) and deep learning
• 9. advanced driver assistance systems
• 10. intelligent web app for detecting hate speech using machine learning and nlp

Web Application

• 1. library management system
• 2. machine learning based anomaly detection for enhanced cloud security
• 3. fraud detection system for online transactions
• 4. weather forecating system java jsp mysql java project
• 5. ai powered cybersecurity visualization global threats and defense strategies
• 6. online employee booking system for building construction
• 7. on-screen monitoring system using federated learning and machine learning
• 8. ai-driven conversational chatbot for laptop and phone recommendations
• 9. voice command app with cloud functions cloud computing java project
• 10. ai-powered virtual try-on system using computer vision and real-time pose estimation

Machine Learning

• 1. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 2. plant leaf disease detection using flask ai powered web applications
• 3. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 4. face mask detection for covid-19 using machine learning
• 5. ai-driven dog disease detection system using deep learning
• 6. bitcoin price prediction using lstm and multioutput regression models with flask
• 7. real-time iot-based pipeline leak detection and monitoring system
• 8. fraud detection in finance data using machine learning
• 9. healthcare data analysis for disease prediction using machine learning
• 10. alzheimer disease detection

Embedded Projects

• 1. bluetooth controlled robot and robotic arm
• 2. flood early detection and avoidance system using iot
• 3. eeg based brain controlled wheelchair for physically challenging person
• 4. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 5. automatic water tap using ir sensor
• 6. smart agricultural robot with iot-based automation for efficient farming
• 7. collective intelligence-driven analytics with next-generation communication for smart cities
• 8. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 9. fingerprint-based blood group detection system using image processing and machine learning
• 10. ai-based loose screw detection in truck assembly line for quality control

IoT Projects

• 1. real time robotic hand replication using sensor gloves
• 2. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 3. alcohol sensing alert with engine locking system
• 4. line follower and obstacle avoiding cleaning robot
• 5. fire protection system using arduino with smoke and flame detection
• 6. real time vital sign monitoring using ai enabled wearables
• 7. iot based food dispenser
• 8. remote monitoring and control of wheelchair via iot
• 9. live streaming using esp32cam
• 10. iot based borewell rescue mechanism with real time monitoring using esp32

Raspberry Pi Projects

• 1. raspberry pi based secure door lock system using keypad and lcd display
• 2. smart irrigation system using ml prediction
• 3. ai based smart health monitoring, sleep analysis fall detection system
• 4. fire fighting robot using image processing
• 5. railway track error detection robot using gps technology
• 6. iot android app controlled based pole climbing robot
• 7. ai powered automatic pothole detection and filling system for smart road maintenance
• 8. license plate recognition system with automatic gate control using raspberry pi
• 9. deep learning based chronic kidney disease detection using iris imaging
• 10. swarm robots

Java Projects

• 1. voice command app with cloud functions cloud computing java project
• 2. vitamin deficiency detection using image processing and convolution neural network
• 3. online shopping e-commerce java jsp mysql java project
• 4. travel ease you all in one transportation booking companion application
• 5. ride sharing application java spring boot react js mysql java project
• 6. email spam deduction system using java
• 7. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. online train ticket booking system java jsp mysql java project
• 10. voice command app with cloud functions cloud computing java project

Electrical Projects

• 1. ai based solar powered charging system using resonant lcc boost converter
• 2. a protection method for multi-terminal hvdc system based on fuzzy approach
• 3. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 4. a dual active clamp dc-dc converter with high voltage gain
• 5. real time battery health and charge monitoring system using machine learning
• 6. power factor improvement in flyback converter
• 7. design and simulation of fuzzy logic controlled bldc motor drive | matlab simulink project
• 8. design and implementation of new multilevel inverter topology for trinary sequence using unipolar pulse width modulation
• 9. wireless electric vehicle charging system using solar
• 10. a new multi-output dc-dc converter for electric vehicle applications using ann control

Image Processing

• 1. multiple tracking of moving objects with kalman filtering and pca-gmm method
• 2. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 3. insect pest image detection and recognition based on deep learning algorithm
• 4. brain tumor detection and classification using cnn with image fusion techniques
• 5. real time mock interview evaluation using facial expressions with cnn
• 6. depression detection from social network data using machine learning techniques
• 7. ai powered autism detection using facial expression and eye tracking
• 8. ai based image diagnosis of thyroid disorders final year engineering projects
• 9. an enhancement in security and copyright protection technique used for digital still image
• 10. utilisation of aerial drone images for monitoring applications

AI Projects

• 1. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 2. mango leaf disease identification & classification using ai
• 3. utilisation of aerial drone images for monitoring applications
• 4. intelligent web app for detecting hate speech using machine learning and nlp
• 5. accident detection from video surveillance
• 6. key generation for zero steganography using dna sequences
• 7. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 8. sportskart online sports equipment store management system using flask
• 9. smart farming system using machine learning and computer vision
• 10. ai virtual healthcare chatbot system using deep learning

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 expense tracker system
• 3. spring boot-based hospital management system for efficient healthcare operations
• 4. real-time sports score board cloud computing java project
• 5. microservice-based banking application spring boot reactjs mysql cloud project
• 6. data leakage detection system using alteration-based tracking java project
• 7. email spam deduction system using java
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. cloud based e-learing portal cloud computing java project
• 10. voice command app with cloud functions cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. instagram clone web application using the mern stack
• 2. music player web application using mern stack
• 3. support desk web application using the mern stack
• 4. event management system web application using mern stack
• 5. hospital management system web application using mern stack
• 6. twitter clone using mern stack web application
• 7. fruit shop web application using the mern stack
• 8. exercise tracker web application using the mern stack
• 9. course-selling web application using the mern stack
• 10. online examination system with proctoring

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. automated attendance system using facial recognition
• 2. inventory management system html java mysql
• 3. online shopping e-commerce java jsp mysql java project
• 4. implementation of recognition model for ancient kannada epigraphs using image processing
• 5. mango leaf disease identification & classification using ai
• 6. parkinsons detection using machine learning
• 7. retinal blood vessel segmentation using convolutional neural networks and image processing
• 8. hand gesture detection for multi language recognition using convolutional neural network
• 9. breast cancer detection and classification using convolution neural networks
• 10. disease prognosticator detection and classification with convolution neural networks

BCA Projects

• 1. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 2. virtual bank assistance using artificial intelligent with voice bot for better banking
• 3. a chatbot that offers mental health support coping strategies and resources for individuals dealing with stress anxiety or depression
• 4. detecting mobile malicious webpages in real time
• 5. bone tumor detection using image processing ai tools
• 6. real time bangalore traffic monitoring with ai technology
• 7. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 8. artistic image creation using neural style transfer with gan approach
• 9. ai powered cybersecurity visualization global threats and defense strategies
• 10. blood bank management system

MCA Projects

• 1. deep learning based chronic kidney disease detection using iris imaging
• 2. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 3. braille to text and voice conversion using convolutional neural network
• 4. phishing websites detection using machine learning with flask web application
• 5. mango leaf disease identification & classification using ai
• 6. tulsi leaf disease detection
• 7. artistic image creation using neural style transfer with gan algorithm
• 8. real time music player control using hand gesture recognition with deep learning algorithm
• 9. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 10. advanced traffic sign detection system with artificial intelligence

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects