Article directory
0 Introduction
The seniors collect and share the latest software engineering graduation project topics, which are moderately difficult and suitable for graduation projects, for your reference.
The topic standards organized by the seniors:
- relatively easy
- Workload up to standard
- novel topic
1 How to choose a topic
Recently, a lot of younger students have asked the seniors about topic selection, so today the seniors are here to teach you how to select topics for graduation projects!
The topic selection of the graduation project is particularly important, and choosing a good topic is the first step in the final completion of the graduation project.
Because the choice of topic is inseparable from the subsequent design and implementation, if you choose a topic that you cannot realize, and you cannot modify it after the topic is set, it will undoubtedly bring you a lot of trouble.
Let me introduce myself first, I am a HIT postgraduate student, and I have met many interns who are juniors and seniors. I will help them analyze the difficulty of topic selection, and help them choose topics based on his own knowledge.
Generally speaking, a website system, like some management systems based on the ssm framework, is easier and easier. But this year, it is difficult for this front-end and back-end system (collectively referred to as XXX management system) to pass the final defense, because the basic work is rotten, and more schools require that the design questions must include algorithms.
Topic sharing, technical solutions
https://gitee.com/yaa-dc/warehouse-1/blob/master/python/README.md
2 Selected topics for the latest software engineering project
Design and implementation of a personalized news system for hot recommendation based on SSM
Design and implementation of shared bicycle recognition system based on convolutional neural network
Design and implementation of automatic image classification system based on deep learning
Design and implementation of real-time news push platform based on VUE framework
Design and Implementation of Spam SMS Identification System Based on Convolutional Neural Network
Design and Implementation of Spam SMS Identification System Based on Convolutional Neural Network
Design and Implementation of Stock Prediction System Based on Genetic Algorithm
Design and Implementation of Weibo Public Opinion System Based on SSM
Design and Implementation of Human Resource Management System Based on SSM
Development and Design of Human Behavior Recognition System Based on Convolutional Neural Network
Design and Implementation of Book Management System Based on Collaborative Filtering Algorithm
Design and Implementation of Parking Lot Management System Based on BP Neural Network
Design and implementation of fire rapid identification system based on YOLOV5
Design and Implementation of Image Art Style Migration System Based on CNN Algorithm
Design and implementation of background management system for enterprise education platform based on React framework
Design and Implementation of Automatic Song Generation System Based on Machine Learning
Design and Implementation of Graduate Recruitment Information and Rental Housing Data System Based on Linear Regression
Design and implementation of online job detection and archive management system based on convolutional neural network
Design and Implementation of Text Error Correction System Based on Neural Network Model
Design and implementation of driving behavior recognition management system based on deep learning
Design and Implementation of Garbage Classification System Based on Convolutional Neural Network Model
Design and Implementation of Multi-label News Classification System Based on CNN
Design and implementation of digital automatic coding system for recognition pictures based on convolutional network
Design and Implementation of Animal Husbandry Farm Management System Based on BP Neural Network
Design and Implementation of Face Orientation System Based on BP Neural Network
Research and Implementation of Human Body Key Point Recognition System Based on Convolutional Neural Network
Design and Implementation of Similar Image Recognition System Based on Deep Learning
Design and Implementation of Mail Management System Based on Convolutional Neural Network
Design and implementation of fruit recognition and classification based on convolutional neural network model
Design and Implementation of Catering Service Management System Based on Machine Learning
Design and Implementation of License Plate Recognition Parking Management System Based on Convolutional Neural Network Algorithm
License Plate Recognition System of Parking Lot Based on Bp Neural Network
Application of content-related food recommendation system in Qingdao Institute of Technology
Design and Implementation of Campus Help System Based on SSM Framework
Campus food recommendation system based on K-means algorithm
Design and Implementation of Vaccine Reservation Website Based on Java
Design and Implementation of Hospital Patient Healthy Diet Customization System Based on Collaborative Filtering Algorithm
Application of image review system based on deep learning in Weibo
Design and Implementation of a Personalized Book Recommendation System Based on Collaborative Filtering
Design and implementation of student practice management system based on SSM framework
Design and Implementation of Visual Data Analysis Platform Based on DBSCAN Algorithm
Web-based farm leasing and agricultural products sales management system
Application design of RL human-computer game based on convolutional neural network
Research and Implementation of Beijing Tourist Attraction Route Optimization System Based on Ant Colony Algorithm
Design and Implementation of Web-based Electronic Products Sales System
Design and implementation of rental information sharing system based on SSM+LayUI
Design and Implementation of Weibo Hot Topic Recommendation System Based on Historical Behavior
Design and Implementation of Parking Lot Management System Based on Convolutional Neural Network
Design and Implementation of Campus Intelligent Garbage Sorting and Recycling System Based on WeChat Mini Program
Design and Implementation of Beijing's House Price Prediction System Based on Machine Learning
Design and Implementation of Second-hand Book Trading System Based on Javaweb
Design and Implementation of Blog System Platform Based on Django Framework
Design and Implementation of Cargo Management System of Tire Warehouse Based on K-means Algorithm
Design and implementation of China's epidemic situation analysis based on Tableua
Design and Implementation of Multifunctional Visual Bookkeeping System Based on Database Application
Chinese cuisine recommendation system based on SparkStreaming+ALS
Design and Implementation of Qingdao Hotel Recommendation System Based on Collaborative Filtering Algorithm
Design and Implementation of Image Style Fusion System Based on Neural Network
Mask wearing detection system for epidemic prevention and control based on deep learning
Design and Implementation of Fingerprint and Face Recognition Punching System Based on Matlab
Design and implementation of network teaching management system based on spring boot framework
Design and Implementation of Pet Shop Management System Based on CNN Algorithm
Design and Implementation of Vehicle Violation Management System Based on CNN Algorithm
Design and implementation of fuzzy image sharpening system based on deep learning
Design and Implementation of Personal Blog Login System Based on Face Recognition
Design and Implementation of Supermarket Commodity Management System Based on Association Rules Algorithm
Design and Implementation of Movie Platform Based on Collaborative Filtering Algorithm
Design and implementation of pharmacy management system based on Apriori algorithm
Implementation and design of attendance management system based on OpenCV
Design and Implementation of Online Learning System Based on Springboot
Design and implementation of botanical garden tour guide system based on machine learning
Design and Implementation of Question Answering System Based on BERT Technology
Design and implementation of spark-based logistics park congestion prediction system
Design and Implementation of Online Shopping Mall Based on Collaborative Filtering Algorithm
Design and implementation of campus access control system based on opencv
Public Opinion Analysis and Visualization Based on Clustering Algorithm
Design and Implementation of Course Resource Management System Based on K Nearest Neighbor Algorithm
Design and implementation of outpatient drug recommendation system based on Apriori algorithm
Design and implementation of student classroom management system based on deep learning
Design and Implementation of Recruitment System Based on Collaborative Filtering Algorithm
Design and implementation of news recommendation system based on text multi-label classification algorithm
Design and Implementation of Driver Monitoring System Based on CNN Algorithm
Design and implementation of pneumonia type recognition system based on TensorFlow
Design and Implementation of News Search Engine Based on Python
Design and Implementation of Music Platform System Based on Collaborative Filtering Algorithm
Design and Implementation of Microblog Event Analysis and Visualization System Based on Data Mining
Design and Implementation of Hospital Income Prediction System Based on Regression Analysis Algorithm
Design and implementation of an office clock-in system based on opencv
Design and implementation of automotive recommendation system based on SpringBoot
Design and Implementation of College Students' Friendship System Based on SSM+VUE+ElementUI
Design and implementation of disease type recognition system based on TensorFlow
Design and Implementation of Employment Analysis System Based on Sklearn Algorithm
Design and Implementation of Air Pollutant Data Analysis System Based on Spring Cloud
Design and Implementation of Intelligent Dormitory Allocation System Based on Greedy Algorithm
Design and implementation of SSM-based vaccination supervision system for COVID-19
Design and Implementation of Precipitation Early Warning System Based on Python
Design and Implementation of Weather Forecasting System Based on Linear Regression Algorithm
Application of intelligent safety monitoring, early warning and prevention system based on cloud computing in chemical factories
Design and Implementation of a Prediction System for E-sports Events Based on Decision Tree Algorithm
Design and implementation of a new crown epidemic data analysis system based on Spring Boot
Design and implementation of real estate analysis system based on React framework
Design and implementation of shopping mall epidemic prevention and control management system based on K-means algorithm
Design and implementation of a motor vehicle driver's facial expression analysis system based on convolutional neural network
Design and Implementation of Digital Library Management System Based on Cluster Analysis Algorithm
Design and Implementation of Fiscal Revenue Forecasting System Based on Linear Regression Algorithm
Design and Implementation of News Text Data Analysis System Based on KNN Algorithm
Design and Implementation of Power Consumption Analysis and Prediction System Based on Python
Design and Implementation of Sign Language Image Recognition System Based on Opencv2+Opencvse
Design and Implementation of Enterprise Entity Recognition Based on Deep Learning
Design and implementation of intelligent medical management system based on PFID
Design and implementation of Android-based intelligent body scoring system
Design and Implementation of Freshman Enrollment Ranking System Based on Equidistant Sampling Algorithm
Design and Implementation of News Publishing System Based on MVC Framework
Design and implementation of an interactive system for travel enthusiasts based on the SpringMVC framework
Design and implementation of theropod dinosaur identification and its distribution and evolution system based on deep learning
Design and implementation of Android software for blind travel based on deep learning
Design and Implementation of University Scientific Research Capability Analysis System Based on Discrete Hopefield Neural Network Algorithm
Design and Implementation of Hospital Revenue Information Prediction System Based on Python
Design and Implementation of Django-based University Forum Management System
Design and Implementation of Dessert Recommendation System Based on Chinian Dessert Network
System design and implementation of mask detection and classification based on machine learning
Design and implementation of part-time job recommendation system for college students based on Qingdao Institute of Technology
Design and implementation of resident workstation management system based on big data
Design and Implementation of Personalized Hairstyle Matching System Based on Neural Network
Development of 3D multi-role fighting game based on Unreal Engine 4
Design and Implementation of Vegetable Recognition System Based on Neural Network
Design and Implementation of Men's Casual Clothing Collocation System Based on Hybrid Algorithm
Design and implementation of bank card number recognition system based on deep learning
Design and implementation of Android-based intelligent health management assistant
Design and Implementation of Vehicle Deployment System Based on Jingdong Logistics
Design and implementation of road congestion warning system in Qingdao based on WeChat applet
Design and Implementation of Fire Warning System Based on Image Recognition
Design and implementation of a voice recognition takeaway ordering system based on Meituan Optimal
Design and implementation of red wine recommendation system based on Torres fine wine industry
Design and implementation of machine learning-based facial sign-in system
Design and implementation of warehouse management system based on Hadoop
Design and implementation of diet collocation system based on mint nutritionist
Design and Implementation of Air Quality Prediction System Based on Deep Learning
Design and Implementation of Education Information Recommendation System Based on Qingdao News Network
Design and Implementation of NBA Team Win Rate Prediction System Based on Machine Learning
Design and Implementation of Sports Goods Mall System Imitating Yougewang
Design and Implementation of Enterprise Staff Health Management System Based on AP Clustering Algorithm
Design and Implementation of a Film and Television Creation Forum System Based on Douban Movies
Design and Implementation of Campus Access Control Detection System Based on Computer Vision
Design and Implementation of Electric Appliance Recommendation System Based on Gome Mall
Design and implementation of big data capture system for earthquake disaster based on JAVA
Design and implementation of WeChat mini-program for intelligent recommendation and ordering based on Handheld Yanhe
Design and Implementation of Driver Fatigue Driving Detection System Based on Machine Learning
Design and Implementation of Competition Information Management System Based on Spring Boot
Design and Implementation of Classroom Attendance System Based on WeChat Mini Program
Design and Implementation of Driver Fatigue Detection and Warning System Based on Neural Network
Design and implementation of intelligent course scheduling system based on springboot
Design and implementation of car rental platform based on SSM framework
Design and Realization of Clothes Shopping Website System Based on JAVA Web
Design and Implementation of Approval Business Flow and Form System Based on Jiaozhou Urban Construction OA System
Design and Implementation of Water Quality Management Prediction System Based on Deep Learning
Design and Implementation of Microblog Public Opinion Monitoring System Based on Python
Design and implementation of graduation design management system based on Spring Boot
Design and implementation of new crown vaccination management system based on SSM framework
Design and implementation of garbage classification guidance system based on WeChat applet
Design and implementation of restaurant ordering system based on WeChat applet
Design and implementation of pension service management system based on Spring Boot
Design and implementation of college entrance examination volunteer filling recommendation system based on collaborative filtering algorithm
Retake course information management system based on springboot
Design and implementation of news comment sentiment analysis system based on LSTM
Design and Realization of Supermarket Management System Based on Java
Design and implementation of a school self-study room number recognition system based on yolov3 algorithm
Design and Implementation of Elective Course Selection System Based on Collaborative Filtering Algorithm
Design and implementation of restaurant recommendation system based on collaborative filtering
Design and Implementation of Smart Office System Based on SpringCloud
Design and Implementation of Qingdao Institute of Technology Dormitory Repair and Tracking System Based on WeChat Mini Program
Design and Implementation of Test Question Management and Test Paper Generation System for Online Examination
Design and Implementation of Online Examination Room Management and Invigilation System Based on Java Web
Design and implementation of nucleic acid detection information management system based on SpringBoot
Design and Implementation of Qingdao Institute of Technology Student Employment Information Management System Based on SpringBoot
Design and development of library seat reservation management system based on WeChat applet
Design and implementation of online driving test learning and testing system based on WeChat applet
Design and Implementation of Advertising Effect Analysis System Based on K-means Algorithm
Design and implementation of video fake face recognition system based on Face Recognition and SVM
Design and implementation of cosmetic recommendation system based on deep learning
Design and Implementation of Facial Expression Recognition System Based on Convolutional Neural Network
The Design and Realization of the Analysis and Prediction System of Second-Hand House Prices in Qingdao City Based on Linear Regression
Design and Implementation of Deep Learning Science and Technology Literature Recommendation System Based on Collaborative Filtering Algorithm
Design and Implementation of a System for Predicting Steam Volume Produced by Boilers Based on Multiple Linear Regression Model
Design and implementation of Android-based o2o housekeeping management system
Design and implementation of domestic and foreign new crown epidemic prediction system based on LSTM neural network algorithm
Design and implementation of pest detection system based on paddlepaddle algorithm
Design and Implementation of Bus Inquiry System Based on Dijkstra Algorithm
Design and Implementation of Animal Intelligent Recognition System Based on Principal Component Analysis
Design and Implementation of China Book Network Book Information Data Analysis System Based on Multiple Linear Regression Model
Design and implementation of a role-breaking game based on Unity2D engine
Design and Implementation of Shuya Window Decoration Mini Program Based on Customer Information Analysis Based on KNN Algorithm
Design and implementation of forest resource disaster prevention management system based on deep learning algorithm
Research on the study situation analysis and review strategy of postgraduate entrance examination center based on Apriori algorithm
Design and implementation of stock prediction and future leading stock analysis system based on KNN algorithm
Design and Implementation of Rainfall Forecasting System in Qingdao Area Based on Exponential Smoothing Algorithm
Design and Implementation of Software Installation Recommendation System Based on Collaborative Filtering Algorithm
Design and Implementation of Traffic Sign Recognition System Based on CNN Deep Learning Network
Design and implementation of Zhanqi game based on unity
Design and Implementation of Taxi Meter System Based on Regression Forest
Design and Implementation of Supermarket Automatic Marketing System Based on Collaborative Filtering Algorithm
Design and Implementation of B&B Price Analysis System Based on K-Means Algorithm
Design and Implementation of a Fair Point System for Teachers' Professional Title Progression Based on PCA Algorithm
Design and implementation of a horizontal plot-oriented puzzle game based on unity engine
Design and Implementation of Intelligent Prediction System of Various Agricultural Products Prices Based on ANN Algorithm
Design and implementation of real-time big data monitoring platform for stores based on machine learning
Design and Implementation of AI Face Cartoonization System Based on Tensorflow Algorithm
Design and Implementation of Pet Products Recommendation System Based on Collaborative Filtering Algorithm
Design and Implementation of Personalized Learning Materials Recommendation System Based on Combination Recommendation Technology
Design and implementation of rural community management and information service system based on microservice framework
Design and implementation of hospital triage management system based on Spring technology
Design and Implementation of Automobile Maintenance Customer Service System Based on Customer Value Analysis
Design and development of stray animal rescue platform based on Spring framework
Design and Implementation of Hadoop-based E-commerce User Behavior Analysis System
Design and implementation of face recognition classroom roll call system based on OpenCV
Design and implementation of vehicle road monitoring system based on YOLO
Design and implementation of apartment access control property management system based on neural network
Design and implementation of online examination system under the form of epidemic prevention and control
Design and Implementation of Crop Yield Forecasting and Analysis System Based on Historical Data and Prophet
Design and implementation of enterprise order operation platform under the background of big data
Design and implementation of campus canteen ordering system based on Spring Boot
Design and Implementation of Book Management System Based on Intelligent Search Engine
Design and Implementation of Intelligent Office System Based on Spring Boot Framework
Design and implementation of corn pest identification and management system based on OpenCV
Design and implementation of parking lot fee management system based on deep learning technology
Design and implementation of ticket management system based on Flask framework
Design and implementation of enterprise employee attendance management system based on face recognition
Design and implementation of the internship employment management system for fresh graduates under the background of big data
Design and implementation of cloud classroom education system based on personalized recommendation
Design and implementation of intelligent garbage identification and classification system based on Android mobile terminal
Design and Implementation of Air Quality Analysis Platform Based on Prophet
Design and implementation of job recommendation system based on personalized resume
Design and Implementation of Air Ticket Price Prediction System Based on Big Data Linear Regression Algorithm
Design and implementation of medical service system from the perspective of smart medical care
Design and Implementation of Campus Second-hand Goods Trading Platform Based on JSP and Servlet
Design and Implementation of B2C Mode Mall System Based on Microservice Architecture
Design and implementation of mobile package recommendation system based on individual needs
Design and Implementation of Campus News Recommendation System Based on Collaborative Filtering Algorithm
Design and implementation of agricultural big data pig farm management system based on VUE framework
Design and Implementation of Dewu E-commerce Platform Recommendation System Based on Collaborative Filtering Algorithm
Design and Implementation of Garbage Classification System Based on Deep Transfer Learning
Design and implementation of Django-based online fresh supermarket shopping management system
Design and implementation of intelligent audio recommendation system based on Apriori algorithm
Design and Implementation of Flower Recognition System Based on Convolutional Neural Network
Design and implementation of mobile learning platform based on WeChat applet
Design and Implementation of News Retrieval System Based on Python
Research and implementation of heartbeat abnormal pattern classification algorithm based on deep neural network
Design and Implementation of 5A Scenic Spot Tourism Website Based on Collaborative Filtering Algorithm
Crayfish price collection monitoring management system based on java
Design and Implementation of Badminton Club Management System Based on Web B/S Architecture
Design and Implementation of Hospital Information Management System Based on B/S Architecture
Design and implementation of gesture recognition control system based on TensorFlow
Design and implementation of food traceability system based on jsp
Design and implementation of real-time update system for new crown vaccination based on SpringBoot
Flask-based mall system
Design and implementation of cat coffee system based on springboot
Design and Implementation of Travel Agency Management System Based on JAVA
Design and implementation of automatic marking system based on deep learning
Design and implementation of real-time monitoring system for emergency call watch based on deep learning intelligence
Design and Implementation of Enterprise Document Information Management System Based on Spring Technology
Design and implementation of an intelligent early warning model for the spread of the new coronavirus epidemic based on deep learning
Research and implementation of real-time medical data mining system based on Spark
Design and implementation of intelligent guidance system based on uni-app framework
Design and Implementation of National Hydroelectric Power Generation Forecasting System Based on Prophet Algorithm
Design and implementation of real-time monitoring system for smart traffic based on Spark
Examples of senior development works:
Epidemic business prevention and control system
Movie review data analysis and visualization system
Topic sharing, technical solutions
https://gitee.com/yaa-dc/warehouse-1/blob/master/python/README.md