Krzysztof Lis / Adynathos

Results 42 comments of Krzysztof Lis / Adynathos

Yes, I was able to build it as part of a source build of OBS. - Download the [OBS source](https://github.com/obsproject/obs-studio), put it into `/somewhere/obs-studio-source` - Download the [shaderfilter plugin](https://github.com/Oncorporation/obs-shaderfilter) and...

Object detection methods may be a valid approach for this task, but they were not evaluated in this particular paper which is focusing on comparing images and finding anomalous pixels....

This is probably related to the pytorch version. Could you try pytorch 1.3?

In that code, we make a modified version of PyTorch's [default collate](https://github.com/pytorch/pytorch/blob/master/torch/utils/data/_utils/collate.py), so it is involved with the PyTorch internals which sometimes change from version to version.

Hello, Thanks for your interest in our work. Datasets like *Lost and Found* or *Road Anomaly* have well defined anomalies in the context of a "usual environment", in this case...

Hello, When the image and detection heatmap is overlaid, the bucket appears to be detected. Also the walls of the tunnel get marked because they are unusual with respect to...

> RuntimeError: CUDA out of memory. Tried to allocate 36.00 MiB (GPU 0; 4.00 GiB total capacity; 563.35 MiB already allocated; 0 bytes free; 592.00 MiB reserved in total by...

It is in [src/a05_differences/transforms.py](https://github.com/cvlab-epfl/detecting-the-unexpected/blob/master/src/a05_differences/transforms.py#L52). CTC_ROI is the region of interest associated with the Cityscapes vehicle/camera setup. For example, it excludes the ego vehicle from evaluation. Since Lost And Found does...

You rightly notice that the RBM method does not need the semantic segmentation nor the GAN outputs. If you want to run just the RBM method without semseg/GAN, comment out...

Hello, I do not see these libraries referenced anywhere here, it should be fine to ignore them. https://github.com/cvlab-epfl/EPnP/blob/master/cpp/epnp.h https://github.com/cvlab-epfl/EPnP/blob/master/cpp/epnp.cpp Another problem however is that this code uses an old OpenCV...