Increasing accuracy

1

hi i’m training a model unet++ with resnet18 as encoder that segments satellite images into 6 classes .after 200 epochs i get 82% accuracy without over-fitting but accuracy doesn’t increase . is there any way to increase accuracy for example using other encoder

2

Try using a deeper backbone like ResNet 32 or something. Also does the loss stagnate after a few epochs, or is the loss still decreasing?

3

thanks for your reply it has been 30 epoch that loss and accuracy dont change

4

If loss and accuracy both do not change, I guess that you should use a deeper backbone network. Try using deeper ResNet models or Inception ResNet models, they might help.