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!!! Note - **Adding new tags**: - It requires some C++ coding. Add a new label to the `ECityObjectLabel` enum in "Tagger.h", and its corresponding filepath check inside `GetLabelByFolderName()` function in "Tagger.cpp". + Read [this](tuto_D_create_semantic_tags.md) tutorial to create new semantic tags. #### Basic camera attributes diff --git a/Docs/tuto_D_create_semantic_tags.md b/Docs/tuto_D_create_semantic_tags.md new file mode 100644 index 000000000..22303bcaa --- /dev/null +++ b/Docs/tuto_D_create_semantic_tags.md @@ -0,0 +1,57 @@ +# Create semantic tags + +Learn how to define customized tags for semantic segmentation. These can additionally be used to filter the bounding boxes that [carla.World](python_api.md#carla.World) retrieves. + +* [__Create a new semantic tag__](#add-a-4-wheeled-vehicle) +* [__Add a tag to carla.CityObjectLabel__](#add-a-2-wheeled-vehicle) + +--- + +## Create a new semantic tag + +### 1. Create the tag ID + +__Open `ObjectLabel.h`__ in `LibCarla/source/carla/rpc`. Add your new tag by the end of the enum using the same formatting as the rest. + +![object_label_h](img/tuto_D_create_semantic_tags/01_objectlabel_tag.jpg) + +!!! Note + Tags do not have to appear in order. However, it is good practice to list them in order. + +### 2. Create the UE folder for assets + +__Open the Unreal Engine Editor__ and go to `Carla/Static`. Create a new folder named as your tag. + +![ue_folder](img/tuto_D_create_semantic_tags/02_ue_folder.jpg) + +!!! Note + The UE folder and the tag do not necessarily have to be named the same. However, it is good practice to do so. + +### 3. Create two-way correspondence between UE and the code tag + +__3.1. Open `Tagger.cpp`__ in `Unreal/CarlaUE4/Plugins/Carla/Source/Carla/Game`. Go to __`GetLabelByFolderName`__ Add the your tag by the end of the list. + +![tagger_cpp](img/tuto_D_create_semantic_tags/03_tagger_cpp.jpg) + +__3.2. Go to `GetTagAsString`__ in the same `Tagger.cpp`. Add the new tag by the end of the switch. + +![tagger_cpp_02](img/tuto_D_create_semantic_tags/04_tagger_cpp_02.jpg) + +### 4. Add the color code + +__Open `CityScapesPalette.h`__ in `LibCarla/source/carla/image`. Add the color code of your new tag by the end of the array. + +![city_scapes_palette_h](img/tuto_D_create_semantic_tags/05_city_scapes_palette_h.jpg) + +!!! Warning + The position in the array must correspond with the tag ID, in this case, `23u`. + +### 5. Add the tagged elements + +The new semantic tag is ready to be used. Only the elements stored inside the UE folder of a tag are tagged as such. Move or import the corresponding elements to the new folder, in order for the to be tagged properly. + +--- + +## Add a tag to carla.CityObjectLabel + +This step is not directly related with semantic segmentation. However, these tags can be used to filter the bounding box query in [carla.World](python_api.md#carla.World). In order to do this, the tag must be added to the [carla.CityObjectLabel]() enum in the PythonAPI. \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index ea5f1ca68..3cfaa9db5 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -62,6 +62,7 @@ nav: - Tutorials (developers): - 'Contribute with assets': 'tuto_D_contribute_assets.md' - 'Create a sensor': 'tuto_D_create_sensor.md' + - 'Create semantic tags': 'tuto_D_create_semantic_tags.md' - 'Customize vehicle suspension': 'tuto_D_customize_vehicle_suspension.md' - 'Generate detailed colliders': 'tuto_D_generate_colliders.md' - 'Make a release': 'tuto_D_make_release.md'