How do i import my own data set for image to vector cnn regression?

I have 1000 images in jpg format and a 1000*3 csv file. I want to do a cnn regression on my data set but couldn't figure out how to load my dataset? Please help

Answer 1

[yanqi liu]

yes，sir，may be use regressionLayer as net output Layer，and reshape data to 4-D XTrain、1-D YTrain to train net

if possible，may be upload your file to make some debug

[hawi teshome]

yes i used regression layer as net output layer and imds2array to reshape input as 4d xtrain and readmatrix to read the csv file. but i keep getting NaN RMSE value and NaN predicted value

[yanqi liu]

yes，sir，if possible，may be upload the csv file to do some debug

[hawi teshome]

here is the csv file

[yanqi liu]

yes，sir，it is double value for regress，so may be reference regressionLayer demo，such as

https://ww2.mathworks.cn/help/releases/R2019a/deeplearning/examples/train-a-convolutional-neural-network-for-regression.html