0 Introduction

Seniors collect and share the latest graduation topics for artificial intelligence majors, which are moderately difficult and suitable for graduation projects. For your reference.

Topics compiled by senior students are as follows:

relatively easy
Workload meets standard
The topic is novel

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1 How to choose a topic

Recently, many juniors and juniors have asked their seniors about topic selection, so today I will teach you how to choose a graduation project topic!

The topic selection of graduation project is particularly important. Choosing a good topic is the first step to finally complete the graduation project.

Because the selection of the topic is inseparable from the subsequent design implementation, if the topic you choose is something you cannot implement, and it cannot be modified after the topic is finalized, this will undoubtedly cause you a lot of trouble.

2 Latest graduation topics

Design and implementation of license plate recognition system based on deep learning
Deep convolutional neural network and its application in face recognition
Research on the theory of deep reinforcement learning and its application in video games
Robot indoor scene recognition based on deep learning
Research and implementation of hashing method based on deep learning in multi-granularity image retrieval
Design and implementation of website verification code identification system based on deep learning
Application of tensor decomposition in bioinformatics
Product popularity prediction based on point process
Static code analysis based on recurrent neural networks
Social network user relationship research
Research on evolution analysis and modeling of user interests in online social networks
Analysis and computer simulation research on information dissemination behavior on social networks
ECG data research
Semantic representation and learning of trajectory data
Implementation of NPC autonomous training model construction based on deep reinforcement learning
Complete the design and implementation of English part-of-speech tagging based on LSTM
Research on Chinese emotion recognition based on machine learning
Research on high-quality word vector generation method based on deep neural network
Visualization of taxi pick-up and drop-off passenger trajectories and demand forecasting in Singapore based on map data
Design and implementation of medical and health record information visualization system
Research on semantic expression and search technology of activity trajectories
Research on egocentric network visualization based on telecommunications big data
Design and implementation of cifar10 data set generation based on DCGAN
Analysis of urban bicycle travel behavior
Accurately locate the store where the user is located in the mall
Visualization research based on taxi trajectory data
Visual analysis platform for “portraits” of students’ behavioral habits
Design and implementation of high-speed rail operation map based on map API
Design and implementation of professional job portraits based on big data technology
Research on user movement trajectory information prediction based on collaborative filtering
Visual display of the design and implementation of data processing centers
Distributed crawler and visual processing of data based on Sina Weibo
Analysis of urban residents’ employment and residence based on public bicycle data
Representation learning on dynamic networks
Item allocation problem based on social network exchange
Research on user relationship of QQ social network based on complex network
Research on urban subway transportation network based on complex network
Research on important structural characteristics of Internet autonomous layer network
Automatic classification of cardiac arrhythmias based on deep learning
Research and implementation of diabetic retinal disease diagnosis based on deep learning
Research and implementation of character head clothing classification based on deep learning
Design and implementation of face detection and recognition system based on deep learning
Sentiment classification based on deep learning
Research on scene classification based on deep learning
Research on title classification based on deep neural network
Image classification based on DeepLearning
Image retrieval based on deep learning
Extract image and video features based on deep learning
Image style transformation based on deep learning
Multimodal retrieval based on deep learning
Medical image segmentation based on deep learning
Assisted drug design based on deep learning
Anomaly detection based on deep learning
Voiceprint recognition based on deep learning
Design and implementation of recommendation system based on deep learning
Research and implementation of vehicle feature recognition based on deep learning
Design and implementation of intrusion detection system based on deep learning
Respiration monitoring based on deep learning
Zero-shot and few-shot learning based on deep learning
Big data prediction method based on deep learning
Font style conversion method based on deep learning
Research on lung cancer detection method based on deep learning
Research on classification method of emergent phenomena in complex systems based on cellular automata
Implementation of machine learning in MCI disease classification
Fast search algorithm for objects in videos based on deep learning
Research on image retrieval algorithm based on deep learning
Research on image segmentation algorithm based on deep learning
Research on prediction algorithm for losing players in online games based on deep learning
Research and implementation of short-term traffic flow prediction algorithm based on machine learning
Design of question and answer evaluation algorithm based on machine learning
Design of question and answer recommendation algorithm based on machine learning
Research on logistics optimization algorithm based on reinforcement learning
Research on age prediction algorithm based on deep network
Research on RGBD image segmentation algorithm based on deep network
Research on image super-resolution algorithm based on adversarial neural network
Research and implementation of visual logical reasoning algorithm based on memory network
Research on causality based on Bayesian network and implementation of algorithm package
Research on word sense disambiguation algorithm based on end-to-end neural network model
Research on social recommendation algorithm based on social network structure
Research on link prediction algorithm for multi-layer social networks
Research on location recommendation algorithms in social networks
Research and implementation of algorithmic games under social networks
Research on personalized recommendation algorithm based on reverse recommendation
Research on product popularity prediction algorithm based on recommendation algorithm
Design and implementation of optimal path recommendation algorithm based on trajectory data
Research and application of recommendation algorithm based on Poisson decomposition
Research and implementation of image-based crowd gathering detection algorithm
Research and implementation of image defogging algorithm