数据集获取

源站：https://doi.org/10.17632/93srbbjk8w.2

标准获取流程：

1. 访问源站链接，注册/登录账号；
2. 进入数据集详情页，按页面指引申请权限或直接下载；
3. 部分平台提供 SDK，例如：
   • OpenDataLab: pip install openxlab 后 openxlab.dataset.get(...)
   • ModelScope: pip install modelscope 后 modelscope download
   • 天池: 登录后页面提供直链下载
     以源站「数据下载/使用文档」页面为准。

数据集大小约 220.3 KB。

数据说明

Dataset: Color Blindness Perception Among University Students (2025) ## Overview This dataset contains anonymized survey responses from higher-education students enrolled in design-related academic programs (Video Games, Animation, Digital Design, and Audiovisual Creation). The study explores students’ awareness, knowledge, and perceptions of color blindness (Color Vision Deficiency, CVD), as well as the presence of accessibility-related content in their academic training. The dataset accompanies the research article “Perception of Color Vision Deficiency in Higher Education Design Programs” (2025). All responses have been anonymized. Free-text responses and non-essential scoring columns have been removed to ensure compliance with privacy and ethical standards. ## File Structure - ColorBlindness_Perception_UniversityStudents_2025.csv - ColorBlindness_Perception_UniversityStudents_2025.xlsx Both files contain the same data in different formats. ## Number of Participants - N = 387 higher-education students from creative-media fields. ## Variables Included The dataset contains: - Sociodemographic variables - Academic program and training background - Prior knowledge of color blindness - Self-reported CVD status - Awareness of accessibility tools - Perception of received training - Opinions about incorporating accessibility into curricula A full Data Dictionary is provided below. ## Ethical Compliance - The study received formal approval from the UDIT University Ethics Committee, ensuring compliance with ethical research standards. - No direct identifiers are present (names, emails, student IDs, IPs, etc.). - All free-text responses and potentially identifying information have been removed. - The dataset is fully anonymized and compliant with FAIR data principles and general data protection regulations. ## Citation If you use this dataset, please cite: **Campos-Baello, C., & Alonso-Urbano, D. (2025). Color Blindness Perception Among University Students

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。