The IUAV image dataset

Department of Architecture and Arts
IUAV University of Venice

Year 2017/2018
Title: Human Factor
Master's degree in Product and Visual Communication Design
Age of the students: (22-27)

Task: draw fourteen (industrial) products, of which 7 rounded and 7 angular, on an A4 sheet. Clean the background, center the drawing, transform the image in black and white, with a resolution 600x600.
In this context "industrial" means an object that could be produced commercially. Some students only created 6 examples instead of 7.

The file "listImagesAndCategories" includes the following columns:

file: the name of the file
author: a unique identifier of the person who created the images
type: for each object there was a smooth/rounded version ("a") and an angular/spiky version ("s")
example: as each author produced more than one item, they are numbered sequentially
object: the type of object (e.g. "chair")
category: whether the image was created on a computer (1) or freehand (2)
sex: sex of the author
shading: whether the image included some shading
file: the name of the file
size: file size for the jpg image saved with low compression (100%)
ratio: ratio of file size before (bmp) and after compression (jpg)

Next there are average rating from naive observers on the following scales:
Beauty (ugly/beautiful),
Lightness (dark/light),
Complexity (complex/simple),
Weight (heavy/light),
Style (old/modern),
Danger (dangerous/safe),
Symmetry (asymmetry/symmetry)

The scale has values between -10 and 10.

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. CC-BY-NC

威尼斯伊乌阿夫大学建筑与艺术系

2017/2018年度
题目：人类因素
产品与视觉传达设计硕士学位
学生年龄：22-27岁

任务：在A4纸上绘制十四件（工业）产品，其中七件为圆形设计，七件为角形设计。清理背景，使绘图居中，将图像转换为黑白，分辨率为600x600。
在此语境中，“工业”一词指的是可商业化生产的产品。部分学生仅创作了六件作品而非七件。

文件“listImagesAndCategories”包含以下列：
file：文件的名称
author：创建图像者的唯一标识符
type：对于每个对象，存在光滑/圆形版本（“a”）和角形/尖锐版本（“s”）
example：由于每位作者都生产了多个项目，因此它们按顺序编号
object：对象的类型（例如，“椅子”）
category：图像是否在计算机上创建（1）或徒手绘制（2）
sex：作者性别
shading：图像是否包含阴影
file：文件的名称
size：以低压缩（100%）保存的jpg图像的文件大小
ratio：文件大小在压缩前（bmp）和压缩后（jpg）的比率

接下来是来自朴素观察者的平均评分，评分标准如下：
美（丑陋/美丽），
亮度（暗/亮），
复杂性（复杂/简单），
重量（重/轻），
风格（古典/现代），
危险性（危险/安全），
对称性（不对称/对称）
评分范围介于-10至10之间。

本作品受Creative Commons Attribution-NonCommercial 4.0 International License许可，CC-BY-NC