Domen Tabernik

Hi, the linked github code is an unofficial 3th party code for the same model as we presented in our paper. I do not know the difference between theirs and...

Hi, you can see the dataset definition and their paths in the [dataset_catalog.py](https://github.com/skokec/detectron-traffic-signs/blob/villard/lib/datasets/dataset_catalog.py) file. We added `get_villard_database()` function that uses hardcoded paths, which you will need to change. Best, Domen

Have you also run `cd $DETECTRON/lib && make`? Also, make sure to clone my repository that uses the 'villard' branch, which includes all our changes: `git clone https://github.com/skokec/detectron-traffic-signs.git`.

They have changed the paths to the pkl files on the original Detectron github. You should look for the correct links to their models on the original Detectron's [MODEL_ZOO.md](https://github.com/facebookresearch/Detectron/blob/master/MODEL_ZOO.md) page.

Make sure to call train_net.py with correct arguments. See [GETTING_STARTED.md](https://github.com/skokec/detectron-traffic-signs/blob/villard/GETTING_STARTED.md) for more details. Best, Domen

Hi, you can use one of the yaml models linked in the [README.md](https://github.com/skokec/detectron-traffic-signs/blob/villard/README.md) that I updated yesterday. You need to make sure to have enabled those settings described in the...

I am not sure, but could be related to the number of classes then need to be defined in the yaml config (`NUM_CLASSES: 201` for our DFG-dataset) or with the...

I think you need to use dataset `dfg_e5_coordBased_test` in the TEST section of the yaml file to ensure that when visualizing classes, it will know about the classes definitions. When...

We used only `tools/train_net.py`, which will also do testing on the TEST dataset defined in the yaml file (testing can also be called manually with `tools/test_net.py` using the same yaml...

When enabling `RPN_SIZE_WEIGHTED_LOSS` or `CLS_SIZE_WEIGHTED_LOSS` it requires our custom caffe2 operation for weighted sigmoid cross entropy loss, which I forgot to commit. I have now committed it and you can...