SpatialTransformerLayer
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daerduoCarey
updating dtheta gives higher than 1 in the parameters, even more than 1000? is it normal? I do not think so. Do I miss some point? I re-implement in python...
Hi, @daerduoCarey Many thanks for your attention. According to your implementation, I have got some results. But these error percentage is two times of that paper. The dataset generation is...
Hello, thank you for the code, I would like to ask, what is the best precision you have achieved on the CUB dataset? Why am I only about 78%? Thank...
hi, thanks for your share. I have some confusion about how to use stn layer after our input data layer and how to get the six parameters?
hi daerduoCarey First of all. thanks for sharing your code . I add the stn layer after the data layer: > name: "GoogleNet" layer { name: "data" type: "Data" top:...
layer { name: "st/theta_2/final" type: "PowerFile" bottom: "st/theta_2/pre1" top: "st/theta_2" power_file_param { shift_file: "models/googlenet-bn-cub-st/crop_init_2.txt" } }
Hi, (1) I found that the ST layer **always** scales down input such that it looks like a transformed image on a black canvas. (2) When the batch size is...
Rotation-only spatial transformer networks. I want to learn a theta parameters which only rotation support. I know rotation mean [cos(theta), -sin(theta),sin(theta),cos(theta)], but how to constrain the these parameters to let...
When running the test case in src/caffe/test/test_st_layer_hard.cpp, some cases in GPU single precision mode may fail.
Hi, thanks for your implementation, it's been really useful for my recent project. I wonder though: why do you share only the files that you modified, instead of the whole...
