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scb-dataset's Introduction

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
... ... ... ... ...

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

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
... ...

scb-dataset's People

Contributors

whiffe avatar

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