Deep Learning, Artificial Intelligence, Convolutional Network, Self Supervised Learning, Image Classification.
are color information. Right: For RGB-D image, X1 can be RGB values, and X2 can be D, which is depth information. l2 loss can be used to train the regression loss: It is found that the cross-entropy loss is more effective than l2 loss for the graphics task of automatic colorization than regression: