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SCB-dataset

Student Classroom Behavior dataset

Paper Name Paper Link Dataset Link Trained weights Link class
SCB-dataset 1
SCB-dataset: A Dataset for Detecting Student Classroom Behavior
4k hand-raising paper Baidu Netdisk dataset extraction code: ZDBG Baidu Netdisk models extraction code: aq7v hand-raising
SCB-dataset 2
Student Classroom Behavior Detection based on Improved YOLOv7
4.2k hand-raising,reading,writing paper Baidu Netdisk dataset extraction code: kjek
google drive
Baidu Netdisk models extraction code: epvk hand-raising, reading, writing
SCB-dataset 3: SCB-Dataset3: A Benchmark for Detecting Student Classroom Behavior SCB-Dataset3 paper Baidu Netdisk dataset extraction code: ckw9

SCB-Dataset3-S(jpg) Baidu Netdisk dataset extraction code:9ti4
google drive SCB-Dataset3-S(jpg)
Baidu Netdisk dataset extraction code: sm7k hand-raising, reading, writing, using phone, bowing the head, leaning over the table
SCB-ST-Dataset4
Extending the Spatio-Temporal Behavior Dataset in Student Classroom Scenarios Through Image Dataset Method
SCB-ST-Dataset4 paper Using [yolo2ava] to generate ... hand-raising, reading, writing
SCB-dataset 5 We expect to release SCB5, a larger and more comprehensive dataset of teacher behavior, student behavior, and equipment detection, in early 2025. Please contact us if you would like to get advance data on the production process. This is an online document of our SCB5 behavior definition and annotation rules: link hand-raising, read, write, discuss, clapping, leaning on the Desk, yawn, Using the Phone, Using the Computer, talk, bow the head, turn the head, guide, answer, On-stage interaction, blackboard-writing, blackboard-writing, stand, teacher, Screen, Blackboard
... ... ... ... ...
IMG_9915

STBD-08

Thanks to the CBPH-Net https://github.com/icedle/CBPH-Net authors for their contributions, here is the download link for the CBPH-Net contribution dataset STBD-08:

Paper Name Paper Link Dataset Link
CBPH-Net: A Small Object Detector for Behavior Recognition in Classroom Scenarios https://ieeexplore.ieee.org/document/10185142 or https://docs.qq.com/pdf/DWFpWbWhnaHpaRm9x Baidu Netdisk dataset extraction code: 6tvu

However, when we cleaned the STBD-08, we found that there were still many problem data in the STBD-08, such as the non-standard bbox, and some class labeling errors.

A dataset of student classroom behavior from a paid website

This dataset is highly similar to STBD-08, mainly in that the images are highly similar and the quality of annotations is also poor

The original website Resource link (including dataset)
https://mbd.pub/o/bread/ZZiTl5lw Baidu Netdisk dataset extraction code: fwie

Contact

If you encounter any issues with the SCB Dataset or cooperation, please feel free to contact me via email at : [email protected]

Papers and Software copyright

Papers

29 October 2023, ICIG 2023 , Student Classroom Behavior Detection Based on YOLOv7+BRA and Multi-model Fusion

杨帆,詹泽慧.基于RT-DETR-ASF的学生科学探究实验行为检测研究[J].数字教育,2024,10(05):14-23.

Software copyright

Register number Full name of software File link
2023SR0518754 基于via的课堂学生行为数据标注与yolov7目标检测系统 Baidu Netdisk extraction code: fixx
2023SR0645718 基于via的课堂学生行为数据标注与yolov7目标检测与自动标注系统 Baidu Netdisk extraction code: ssda
2023SR1443796 基于改进的YOLO的学生课堂数据自动标注与目标检测系统 Baidu Netdisk extraction code: jluk

YOLO + CrowdHuman

model Trained weights Link
YOLOv5 crowdhuman_vbody_yolov5m Baidu Netdisk YOLOv5 crowdhuman_vbody_yolov5m extraction code: 5qcv
google drive YOLOv5 crowdhuman_vbody_yolov5m
YOLOv7x Baidu Netdisk YOLOv7x CrowdHuman extraction code: ewop
google drive YOLOv7x CrowdHuman
YOLOv7 Baidu Netdisk YOLOv7 CrowdHuman extraction code: ll6n
google drive YOLOv7 CrowdHuman
... ...

Here is my Alipay QR code for donations.

IMG_9915

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