i want to implement a segmentation based classification. The reason why i want to joint it together is to achieve end-to-end fashion.
First, I will warm up unet
Second, i will warm up resnet, while unet is frozen
Third, i will train both network together with the sum of their loss.
Question is in the third phase, is summing loss and separating loss has the same meaning? I hope that unet learning from the classification network too.
By the way, you said both code will run, so i can say the two implementation above have different meaning?