Face is an important source of information for interpersonal communication and recognition, so facial reconstruction technology has always been a research focus in the field of computer *** present a deep learning-bas...
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CAN bus is highly respected in embedded systems for its high-speed communication, excellent error correction capability, ease of control, flexible expansion and cost-effectiveness. Ethernet, as a mainstream LAN protoc...
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the proceedings contain 122 papers. the topics discussed include: DFrFT-ES model for emotion recognition based on fractional Fourier transform of EEG signals;research on traffic sign recognition under complex meteorol...
ISBN:
(纸本)9781510687615
the proceedings contain 122 papers. the topics discussed include: DFrFT-ES model for emotion recognition based on fractional Fourier transform of EEG signals;research on traffic sign recognition under complex meteorological conditions;diffusion-augmented learning for long-tail recognition;apple leaf scab recognition using CNN and transfer learning;container image management in cloud-edge environments: an image deletion method based on layer affinity;computergraphics and image processing techniques based on visual communication design;dynamic fusion and non-negative matrix factorization-based multi-view clustering method;convolutional recurrent neural network-based EEG signal classification in motor imagery;and sentiment classification of MOOC courses by merging local context focus and bi-directional gated recurrent unit.
In order to meet the control requirements of key matrix in different human-computer interaction scenarios, realize the hardware universal design of key matrix, improve key response time, and enhance the efficiency of ...
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computer and 3D printing technology are integrated in all aspects of modern life. the creation and application of 3D printing technology and the use of computers to assist industrial production are manifestations of t...
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this article studies the steps of email classification, selects the Naive Bayes algorithm for email classification, uses Support Vector Machine (SVM) for multi label secondary classification, and designs corresponding...
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ISBN:
(纸本)9798350375084;9798350375077
this article studies the steps of email classification, selects the Naive Bayes algorithm for email classification, uses Support Vector Machine (SVM) for multi label secondary classification, and designs corresponding text files and libraries from the stages of data preparation and preprocessing, garbage labeling, etc. the training model is used to output prediction results and determine whether the email is spam. Using the detailed execution process of the confusion matrix, determine the proportion of the test set for this design, and designthe implementation process of primary and secondary classification based on the proportion design.
Nowadays, chili destemming poses a technical challenge in the chili processing industry, so the research on chili destemming robot holds a significant value. this paper presents the design of the mechanical structure,...
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ISBN:
(纸本)9798350373141;9798350373158
Nowadays, chili destemming poses a technical challenge in the chili processing industry, so the research on chili destemming robot holds a significant value. this paper presents the design of the mechanical structure, control system, and visual positioning algorithm of a chili destemming machine. Firstly, a chili destemming machine featuring a (3T1R) Delta parallel robot and an end-effector destemming device is designed. Subsequently, the robot's kinematics and dynamics are analyzed, and a nonlinear-model-predictive-control (NMPC) algorithm is proposed to control the robot system and verify the system's rapid dynamic response characteristics. Finally, a chili stem cutting and positioning algorithm is devised to determine spatial cutting points and directions based on the training outcomes of the Yolact instance segmentation model, and its high accuracy is demonstrated.
In the trend of economic globalization, in the face of the rapid development of material technology, information resources, communication platform and other contents, the external form of manufacturing industry has un...
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the relationships between entities in a document are extracted according to natural language processing methods. Deep neural network is used to recognize the required multi-label text. According to the general specifi...
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Withthe increasing development of modern equipment, data collection and real-time display of mechanical equipment are becoming more and more widespread. this article uses Visual Basic software to design a mechanical ...
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