In view of the increase in the number of people participating in dance rating assessments,this paper proposes a dance assessment technology based on human body posture recognition.This technique adopts the human targe...In view of the increase in the number of people participating in dance rating assessments,this paper proposes a dance assessment technology based on human body posture recognition.This technique adopts the human target detection of the dance video,extracts bone key points,and then uses the video data set col-lected by professional dancers to conduct PoseC3D model training,enabling the model to classify the basic movements of the dance;then,the dynamic time nor-malization algorithm is used to evaluate the classified movements.The experimen-tal results show that this technology can accurately identify the basic movements of various dances and accurately give the evaluation score of the corresponding movements,thus reducing the work intensity of the assessment staff.展开更多
In the evaluation of graduation theses,teachers’evaluation criteria for graduation theses are inconsistent,subjective and not completely reasonable and fair.This paper proposes using the BERT model to analyze the exi...In the evaluation of graduation theses,teachers’evaluation criteria for graduation theses are inconsistent,subjective and not completely reasonable and fair.This paper proposes using the BERT model to analyze the existing graduation papers in colleges and universities and make quantitatively evaluate students’graduation projects according to the given relevant parameters.The purpose of this method is to use standards to make comprehensive,systematic and accurate evaluations and avoid the phenomenon of high repetition and similarity caused by a large number of teachers’comments.This can not only effectively improve the efficiency of graduation design evaluation but also improve the fairness of evaluation.In this paper,changing the review work of the graduation thesis from pure manual operation to machine review combined with manual operation can not only reduce manpower consumption but also make the review work more objective and fair,making it more objective on the basis of traditional subjective review.展开更多
文摘In view of the increase in the number of people participating in dance rating assessments,this paper proposes a dance assessment technology based on human body posture recognition.This technique adopts the human target detection of the dance video,extracts bone key points,and then uses the video data set col-lected by professional dancers to conduct PoseC3D model training,enabling the model to classify the basic movements of the dance;then,the dynamic time nor-malization algorithm is used to evaluate the classified movements.The experimen-tal results show that this technology can accurately identify the basic movements of various dances and accurately give the evaluation score of the corresponding movements,thus reducing the work intensity of the assessment staff.
基金supported by the scientific research project of Nanjing Xiaozhuang University (Project name:Graduation paper“Evaluation”--Evaluation Automatic generation system based on multilevel analysis,No.2020XSKY001)supported by the project (Project name:Research and development of self generating remote controller for intelligent toilet,No.2021320108001139)supported by the project (Project name:Modeling of energy industry based on artificial intelligence holographic interactive atlas system,No.2021320108002080).
文摘In the evaluation of graduation theses,teachers’evaluation criteria for graduation theses are inconsistent,subjective and not completely reasonable and fair.This paper proposes using the BERT model to analyze the existing graduation papers in colleges and universities and make quantitatively evaluate students’graduation projects according to the given relevant parameters.The purpose of this method is to use standards to make comprehensive,systematic and accurate evaluations and avoid the phenomenon of high repetition and similarity caused by a large number of teachers’comments.This can not only effectively improve the efficiency of graduation design evaluation but also improve the fairness of evaluation.In this paper,changing the review work of the graduation thesis from pure manual operation to machine review combined with manual operation can not only reduce manpower consumption but also make the review work more objective and fair,making it more objective on the basis of traditional subjective review.
