Hi, I am currently working on an image reconstruction piepline for x-ray ct imagaing. This is for use in a synchrotron radiation lab by an x-ray tomography beamline. I plan to do a filtered backprojection plus image denoising.
The image denoising part uses a neural net and I have been able to deploy it using pytroch and tensorrt
However the image reconstruction part has been unsuccessful so far. I tried building astra toolbox (https://github.com/astra-toolbox/astra-toolbox) on my xavier, and even after finishing the build and install I keep guetting Cuda error: no kernel image is available for execution on the device.
I tried building from source a pytorch extenstion named torch-radon (https://github.com/matteo-ronchetti/torch-radon). I encounter the same kernel image not found error even after compiling and installing it even after specifing 7.2 capability in the setup file.
Is it possible to find a tool that does filtered backprojection or any ct image reconstruction on the edge via jetson xavier? or is it only for neural network applications?