Student break behavior recognition dataset
WebDec 2, 2024 · The training and testing are carried out on the classroom behavior datasets of teachers and students, respectively. The experimental results show that the average … WebDec 19, 2024 · In this work, we study learning behavior analysis for automatic evaluation of the classroom teaching. We define five classroom learning behaviors including listen, fatigue, hand-up, sideways and read-write, and construct a class-room learning behavior dataset named as ActRec-Classroom, which includes five categories with 5,126 images in …
Student break behavior recognition dataset
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Webstudent action detection, recognition and captioning in the classroom environment. The dataset is meant to aid research efforts in the general area of developing, testing and evaluating algorithms for student action analysis and description. To receive a copy of the dataset, the requestor must agree to observe the conditions listed below. WebJul 23, 2024 · A dataset of student break behavior of Beijing Normal University, where the student behavior is spontaneous, which makes the dataset representative and realistic, and compares it with the current mainstream dataset. With the explosive growth of classroom video data, it is possible to utilize artificial intelligence technology to recognize students' …
WebFeb 19, 2024 · To address these challenges, we first build a danger behavior dataset with locations and labels from surveillance videos, and transform action recognition of long videos to an object detection task that avoids keyframes detection. WebJul 5, 2024 · The detection of students’ behaviors in classroom can provide a guideline for assessing the effectiveness of classroom teaching. This study proposes a classroom behavior detection algorithm using an improved object detection model (i.e., YOLOv5). First, the feature pyramid structure (FPN+PAN) in the neck network of the …
WebJan 1, 2024 · SBC-2024 is a small private video sequences dataset collected from traditional lessons at a Tunisian faculty. In total, 48 students participated in this study and gave … WebJul 23, 2024 · Student Class Behavior Dataset: a video dataset for recognizing, detecting, and captioning students’ behaviors in classroom scenes. Full-text available. Article. Jul …
WebAug 6, 2024 · Therefore, this paper proposes a student behavior recognition system based on skeleton pose estimation and person detection. First, consecutive frames captured with a classroom camera were...
http://ics.bnu.edu.cn/wp-content/uploads/2024/10/agreement-for-LCSAD-1.pdf divide a bedroom into twohttp://ics.bnu.edu.cn/?page_id=59 craft breweries sunshine coastWebJul 22, 2024 · This dataset contains information on 200+ university students. This dataset contains 19 different pieces of information such as gender, height, weight, 10th, 12th, … craft brewers adelaideWebJul 25, 2024 · The dataset collected 64 break videos from Beijing Normal University. After processing, 1,538 video samples containing 9 student break behavior categories were … divide a bill say crosswordWebAug 6, 2024 · Human action recognition has attracted considerable research attention in the field of computer vision, especially for classroom environments. However, most relevant studies have focused on one … craft brewer job descriptionWebAug 25, 2024 · The teacher and student classroom behavior datasets were trained and tested separately, and the average recognition accuracy of identifying multiple classroom behaviors on the self-developed student classroom behavior dataset was over 93%. Hence, the experimental results prove the effectiveness of the proposed method. In addition, in … craft brewersWebApr 21, 2024 · 3.1 Data Source. Currently, human behavior recognition video libraries such as KTH dataset [] contain 6 kinds of human actions, UCF Sports dataset [] contain 10 kinds of human actions, UCF101 dataset [] has more kinds of actions.Most of these public datasets are actions such as human running and jumping, and there are no specific … divide 882 by 49