Summary of the latest graduation project topics for the major in intelligent science and technology - continuously updated

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0 Introduction

Hi, everyone, as the graduation season approaches, many students have begun to consult their seniors about topic selection and topic development. Here, the seniors share some content about the graduation project topics for the major of intelligent science and technology.

The following are some moderately difficult topics related to intellectual science compiled by senior students. These topics are very suitable as graduation project topics for your reference.

1 How to choose a topic

Recently, more and more students have begun to write thesis proposal reports. However, many students encounter confusion when choosing appropriate topics. It was not clear how to deal with the topics assigned by the teacher, and the information provided by the instructor was not sufficient, so everyone did not know how to start.

Graduation project topic selection is actually a huge trap for many students. Countless people dig their own holes and jump into them every year. Choosing a good topic will make the subsequent defense and thesis writing much easier, while choosing an incorrect topic will lead to endless pain and suffering.

Why is this so? The main reason is that most students do not have a clear understanding of the technologies required for specific scenarios, which leads them to mistakenly believe that certain functions are easy to implement when determining topics, which is often not the case in reality.

Therefore, I suggest that for students who are unclear about the technology to implement the project, it is best to seek help from graduate students or teachers to learn more about the relevant technology and implementation process. Of course, you can also ask me and the seniors can provide help according to your situation.

For those students who only pursue smooth graduation, they need to be careful not to choose topics that are too difficult or too easy when choosing graduation topics. Choosing a topic that is too difficult may result in failure to complete it, while choosing a topic that is too easy may result in insufficient workload, inability to write a complete thesis, or even failure to pass the defense. Therefore, it is necessary to choose appropriate topics within a moderate difficulty range.

In addition, many students have recently reported to their seniors that their assigned topics are always returned by teachers. In fact, this is not the fault of the teacher, because the topics chosen by some students are really dumbfounding. . .

Here, the senior will share with you a standard for setting the topic. Following this standard, you can definitely set the topic: what algorithm or technology was used, in what scenario, and what type of problem was solved. Such a title description is clear and can accurately express the research content of the topic. I hope this standard can help everyone better choose a suitable graduation topic.

2 Latest graduation topics in intelligent science and technology

• 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

• EKG 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

Senior project display:

Plant identification:

Gesture Recognition:

stock forecast

Autonomous driving, lane line detection:

There are many projects, and others are not shown one by one. . . . . .

3 finally

If you have any questions about topic selection, or lack of understanding of related technologies, or don’t know how to start your graduation project, you can consult your seniors for help. Seniors will provide guidance and support based on your specific situation. Whether you have questions about topic selection or technical aspects, the seniors are willing to help. The seniors will provide you with some guidance and suggestions based on your needs and abilities. No matter what problems you encounter, you can ask the seniors for advice. The seniors will do their best to help you successfully complete your graduation project.