X-ray images of hazelnut kernels
Description
Dataset of X-ray images of kernels of hazelnuts. It includes images of both healthy kernels and corked by stink bugs. They represent an augmented research dataset used as input of a Inception-ResNet-V2 Convolutional Neural Network to detect the healthy VS damaged hazelnuts. The ZIP file contains two folders, "Damaged" and "Healthy", that are respectively the image collections of insect damaged kernels and the image collections of healthy kernels. Each subfolder corresponds to a single kernel.
Files
Steps to reproduce
Dataset was obtained from radiographs acquired with a desktop X-ray microtomograph. Each image was first converted from 16-bit grayscale TIFF format to 8-bit RGB PNG format, then cropped obtaining a portion of 1000x1000 pixels with respect to the shooting center, and subsequently resized to 512x512 pixels. Any image visualization and analysis software can be used to open and process this image dataset.