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Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

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in some segmenation tasks, why some skip layers from early layers doesn'y have a grad infomation? because it seems that in mobilenetv2 backbone,it is x.detatch()

When executing the pytorch build in the base Dockerfile, it fails and outputs the following: `FAILED: caffe2/CMakeFiles/torch_cpu.dir/__/torch/csrc/autograd/generated/VariableType_1.cpp.o /usr/bin/c++ -DAT_PARALLEL_OPENMP=1 -DCPUINFO_SUPPORTED_PLATFORM=1 -DFMT_HEADER_ONLY=1 -DFXDIV_USE_INLINE_ASSEMBLY=0 -DHAVE_MALLOC_USABLE_SIZE=1 -DHAVE_MMAP=1 -DHAVE_SHM_OPEN=1 -DHAVE_SHM_UNLINK=1 -DMINIZ_DISABLE_ZIP_READER_CRC32_CHECKS -DNNP_CONVOLUTION_ONLY=0 -DNNP_INFERENCE_ONLY=0 -DONNXIFI_ENABLE_EXT=1...

solves https://github.com/PRBonn/bonnetal/issues/32#issue-1179947151

When building the base docker, it fails due to this error: `Depends: libnvinfer-dev (= 5.1.5-1+cuda10.1) but 8.2.3-1+cuda11.4 is to be installed` The solution was to replace the line: `apt install...

Are there any examples that can be run directly? The Pre-trained models I downloaded and you trained cannot run?

Hi, I am trying to use the oneshot while using Pytorch 1.6 however it gives me a warning: UserWarning: Detected call of `lr_scheduler.step()` before `optimizer.step()`. In PyTorch 1.1.0 and later,...

Hi @tano297 Thank you for your hard work on this package. I would like to ask if you have plan to release the training and deployment code for other tasks:...

Dear maintainers, I am getting the following error when running `nvidia-docker build -t tano297/bonnetal:runtime -f Dockerfile .` >---> Running in 8399ad0e2141 > /bin/sh: 1: cannot create /etc/passwd: Permission denied >...

Hi, I am currently thinking of using bonnetal for a project and I saw that there is a benchmark using the Zed Depth. Which encoder-decoder was it used? Do you...

I have installed all the pip packages in a venv, and when I pip list, everything matches up. I also installed pytorch from source. When I attempt to run `python3...