# SCB-dataset

**Repository Path**: mpc852/SCB-dataset

## Basic Information

- **Project Name**: SCB-dataset
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 2
- **Created**: 2024-05-13
- **Last Updated**: 2026-03-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# SCB-dataset
Student Classroom Behavior dataset 

| Paper Name | Paper Link | Dataset Link | Trained weights Link | class |
| :----: | :----: | :----: | :----: | :----: |
| SCB-dataset 1 <br/> SCB-dataset: A Dataset for Detecting Student Classroom Behavior| [4k hand-raising paper](https://arxiv.org/pdf/2304.02488.pdf) | [Baidu Netdisk dataset](https://pan.baidu.com/s/1y3lGEYd-I-jxZKyAyw4MPw?pwd=zdbg) extraction code: ZDBG |  [Baidu Netdisk models](https://pan.baidu.com/s/1l2K66u0c0AAAu3NYMrhRpg?pwd=aq7v) extraction code: aq7v | hand-raising |
| SCB-dataset 2 <br/> Student Classroom Behavior Detection based on Improved YOLOv7 | [4.2k hand-raising,reading,writing paper](https://arxiv.org/pdf/2306.03318.pdf) |[Baidu Netdisk dataset](https://pan.baidu.com/s/1Fv0LLrxQUG3M1qS1V0Bhkg?pwd=kjek) extraction code: kjek <br> [google drive](https://drive.google.com/file/d/1anyShJCOMC4PUIvbddfHu3PQLqq8PYWV/view?usp=sharing) |[Baidu Netdisk models](https://pan.baidu.com/s/1SLxUQLETajguOZu5t3EbYg?pwd=epvk)  extraction code: epvk  | hand-raising, reading, writing |
| SCB-dataset 3: SCB-Dataset3: A Benchmark for Detecting Student Classroom Behavior    | [SCB-Dataset3 paper](https://browse.arxiv.org/pdf/2310.02522.pdf)  |[Baidu Netdisk dataset](https://pan.baidu.com/s/1FK-JQSNnev2ioyp01dhOBA?pwd=ckw9) extraction code: ckw9  <br>  <br> SCB-Dataset3-S(jpg) [Baidu Netdisk dataset](https://pan.baidu.com/s/1hsIzMA3ciwo2cg5jxe2FEQ?pwd=9ti4) extraction code:9ti4  <br> [google drive SCB-Dataset3-S(jpg)](https://drive.google.com/file/d/1IRODKFgkAguY-yzooQ7eDta-LtaiVA2r/view?usp=sharing)   |[Baidu Netdisk dataset](https://pan.baidu.com/s/1Of6cG4X0FP015c1mQKnfng?pwd=sm7k)    extraction code:  sm7k    | hand-raising, reading, writing, using phone, bowing the head, leaning over the table |
| SCB-ST-Dataset4 <br/> Extending the Spatio-Temporal Behavior Dataset in Student Classroom Scenarios Through Image Dataset Method   | [SCB-ST-Dataset4 paper](https://arxiv.org/pdf/2310.16267.pdf)    | Using [yolo2ava] to generate      |...        | hand-raising, reading, writing |
| ...   | ...        |...        |...        |...        |

# STBD-08
Thanks to the CBPH-Net [https://github.com/icedle/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](https://pan.baidu.com/s/1AcFYPBIHoFSsVdzzeIohUw?pwd=6tvu) 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](https://mbd.pub/o/bread/ZZiTl5lw) | [Baidu Netdisk dataset](https://pan.baidu.com/s/1ZX_ZpLl-D-EsGlNpEqwTPg?pwd=fwie) extraction code: fwie | 


# Contact
If you encounter any issues with the SCB Dataset or cooperation, please feel free to contact me via email at : winstonyf@qq.com

# News
29 October 2023, ICIG 2023 , [Student Classroom Behavior Detection Based on YOLOv7+BRA and Multi-model Fusion](https://link.springer.com/chapter/10.1007/978-3-031-46311-2_4)

# YOLO + CrowdHuman

| model | Trained weights Link |
| :----: | :----: |
| YOLOv5 crowdhuman_vbody_yolov5m   | [Baidu Netdisk YOLOv5 crowdhuman_vbody_yolov5m](https://pan.baidu.com/s/1gDNWZZdl4T91hIqx_Rit4A?pwd=5qcv )  extraction code:  5qcv <br> [google drive YOLOv5 crowdhuman_vbody_yolov5m](https://drive.google.com/file/d/1VJtrdE85Wc4xSZXqAPUkWABLResUYG8V/view?usp=sharing)        |
| YOLOv7x   | [Baidu Netdisk YOLOv7x CrowdHuman](https://pan.baidu.com/s/1YQZegrdADkiMu17KdSXulQ?pwd=ewop ) extraction code:  ewop <br>  [google drive YOLOv7x CrowdHuman](https://drive.google.com/drive/folders/1FYd8xiQvmTfKcpgl_2fedawuor61snjo?usp=sharing)    |
| YOLOv7   | [Baidu Netdisk YOLOv7 CrowdHuman](https://pan.baidu.com/s/1GgRozEfoMwHAzkZL2l-RVQ?pwd=ll6n) extraction code: ll6n   <br>  [google drive YOLOv7 CrowdHuman](https://drive.google.com/drive/folders/1WaCZaO5yPwcECc3omY7MWsMAHXtrGtwx?usp=sharing)        |
| ...   | ...        |