A dataset containing images of bread crumb and crust, along with measurements of size, color, and hardness.
Description
The dataset consists of three directories — texture, color, and size — containing PNG images, along with a Data.csv file. The images in the texture and size directories are unprocessed and include only bread images. In contrast, the color directory contains cropped images from the size directory, corresponding to the areas where color measurements were taken on the bread. This directory also includes images of reference color cardsin addition to bread images.
Files
Steps to reproduce
To build the dataset, a dedicated imaging booth was designed and constructed to control ambient lighting conditions and the distance between the bread and the camera. Images of both the crumb and the crust were then captured, resulting in a total of 1,635 images. Additionally, 16 images were taken for each of the 36 color charts used as reference color standards. Finally, physical properties of the breads were measured, including hardness, dimensions (width, height, and thickness), and color (L, a, b), using a texture analyzer, a caliper, and a colorimeter, respectively.