Image2Image Neural Network (Deep Learning)

Question

Hanif Juma 2018-4-17

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/395537-image2image-neural-network-deep-learning

回答： Johanna Pingel 2019-2-6

Hello I would like to implement a image2image NN. During training I would like to feed my network 2 images (Before & After) so that it can learn the manipulation (i.e. Denoising, filtering, correction, etc..).

I have built my network and tested it on a small dataset (100 images, each 64x64). Currently when training my network I must load in (ALL) the data into memory.

Does the trainNetwork fcn have the ability to handle a tbl input where the first column is a list of filepaths to my before files and the second column is a list of filepaths to my after files?

if not - what are my other options in terms of passing though a list of filenames for before/after images into my network?

These images must be TIFF to ensure 32bit files