- Fixed a bug that caused navigation information not to be loaded when switching maps
- Prevent from segfault on failing SignalReference identification when loading OpenDrive files
- Added vehicle doors to the recorder
- Added functions to get actor' components transform
- Added posibility to Digital Twins to work with local files (osm and xodr)
- Enable proper material merging for Building in Digital Twins
- Added functions to get actor' bones transforms
- Added functions to get actor' bones and components names
- Added functions to get actor' sockets transforms
- make PythonAPI Windows: Fixed incompatibility issue with Anaconda due
py
command. - Added function to get actor' sockets names
- Fixed bug in python agents when vehicle list was empty causing a check on all vehicles (BasicAgent.py) and detected pedestrians as vehicles if no pedestrains are present (BehaviourAgent.py)
- Extended debug drawing functions to allow drawing primitives on HUD layer
- Added possibility to change gravity variable in imui sensor for the accelerometer
- Fixed ROS2 native extension build error when ROS2 is installed in the system.
- ROS2Native: Force fast-dds dependencies download to avoid build crash when boost_asio and tinyxml2 are not installed in Linux.
- Added API function
get_telemetry_data
to the vehicle actor. - PythonAPI
Sensor.is_listening
was defined twice (property and method), cleaned and clarified it as a method. - Added V2X sensors for cooperative awareness message and custom user-defined messages to support vehicle-to-vehicle communication
- Added named tuples for BasicAgent.py's detection result to allow for type-hints and better semantics.
- Added type-hint support for the PythonAPI
- Added Digital Twins feature version 0.1. Now you can create your own map based on OpenStreetMaps
- Added compatibility with SymReady Assets, using NVIDIA Omniverse
- Added new maps: Town13 (is a large map) and Town15
- The spectator will be used to load tiles and actor in Large Maps when no other actors with the rolename 'ego_vehicle' or 'hero' are present. Added the
spectator_as_ego
to thecarla.WorldSettings()
to allow users to disable this behavior. - Add keyword arguments for
carla.TrafficManager
Python API functions - Added build support for VS2022 and Ninja for LibCarla and osm2odr on Windows
- Added empty actor
- Restored gamma value to 2.2 instead of 2.4
- CarlaExporter tool now exports the box collider and convex collider of the object if it has one, otherwise the mesh
- Pedestrians with AI or in replayer are now faster around 10x. They have collisions disabled until they hit a vehicle.
- Added API function to avoid replaying the spectator
Client.set_replayer_ignore_spectator(bool)
start_replaying.py
using flag--move-spectator
- Surface non-unity build mode by passing ARGS=--no-unity to make; allows IWYU-type errors to be unmasked and fixed.
- Added maps, vehicles, pedestrians and props catalogues to the documentation
- Collisions detected by the CollisionSensor no longer generate more than one event per frame.
- Added API function to load a map only if it is different from the current one.
- Fixed a bug in the TrafficManager causing vehicles that reached an ending lane to have abnormal behavior while lane changing.
- Fixed bug causing the TM's unstuck logic to incorrectly remove the vehicles in some situations.
- Fixed the extra data in Directx textures, so we need to copy row by row on Windows to remove extra bytes on images
- Fixed vertices of big meshes (more than 65k vertices) in CarlaExporter
- Fixed sensors to check for the stream to be ready (race condition)
- Fixed bug causing the
FPixelReader::SavePixelsToDisk(PixelData, FilePath)
function to crash due to pixel array not set correctly. - Fixed segfaults in Python API due to incorrect GIL locking under Python 3.10.
- Fixed the import script, where could use any other TilesInfo.txt if the destination folder has many
- Fixed PythonAPI not installing on Debian due to deprecated function of distro in setup.py. Less ambiguous error for other posix platforms.
- Fixed tutorial for adding a sensor to CARLA.
- Fixed bug in FrictionTrigger causing sometimes server segfault
- Added attachment type "SpringArmGhost" for cinematic cameras but without doing the collision test.
- Improved algorithm to move signals out of the road by computing the desired displacement direction.
- Added
TrafficManager.vehicle_lane_offset(actor, offset)
andTrafficManager.global_lane_offset(offset)
methods. - Some of the warnings shown when building a map will now only be showing when debugging.
- The ids for semantic segmentation has been modified to be the same as cityscapes (labels, ids and colors)
- Fixed bug causing traffic signals at the end points of a road to sometimes create malformed waypoints.
- Fixed pedestrian skeleton frame, where sometimes it was draw displaced from the body
- Fixed decals when importing maps. It was using other .json files found in other packages.
- In multi-GPU mode some sensors now are forced to be created on the primary server always (ex. collision sensor)
- Added the speed limits for 100, 110 and 120 Km/h.
- Fixing sensor destruction, now the stream and socket is succesfully destroyed.
- Fixed bug at
Vehicle.get_traffic_light_state()
andVehicle.is_at_traffic_light()
causing vehicles to temporarily not lose the information of a traffic light if they moved away from it before it turned green. - Changed the height of the automatic spawn points, from 3m to only 0.5m
- Added pedestrian skeleton to the recorder, as additional data. They will replay with the exact pose.
- Added multi-GPU feature. Now several servers (with dedicated GPU) can render sensors for the same simulation.
- Fixed bug causing the
Vehicle.get_traffic_light_state()
function not notify about the green to yellow and yellow to red light state changes. - Fixed bug causing the
Vehicle.is_at_traffic_light()
function to return false if the traffic light was green. - Fixed bug causing the scene lights to return an incorrect location at large maps.
- Fixed bug causing the
world.ground_projection()
function to return an incorrect location at large maps. - Added failure state to vehicles, which can be retrieved by using
Vehicle.get_failure_state()
. Only Rollover failure state is currently supported. - Fixed bug causing the TM to block the simulation when a vehicle with no physics was teleported.
- Fixed bug causing the TM to block the simulation when travelling through a short roads that looped on themselves.
- Improved the TM's handling of non signalized junctions, resulting in a more fluid overall behavior.
- Added check to avoid adding procedural trigger boxes inside intersections.
- Python agents now accept a carla.Map and GlobalRoutePlanner instances as inputs, avoiding the need to recompute them.
- Python agents now have a function to lane change.
- Python agents now detect vehicle in adjacent lanes if invaded due to the offset.
- Python agents now have the offset exposed.
- Fixed bug causing the python agents to sometimes not detect a blocking actor if there were severral actors around it.
- Improved Python agents performance for large maps.
- Fix a bug at
Map.get_topology()
, causing lanes with no successors to not be part of it. - Added new ConstantVelocityAgent
- Added new parameter to the TrafficManager,
set_desired_speed
, to set a vehicle's speed. - Added 4 new attributes to all vehicles:
base_type
can be use as a vehicle classification. The possible values are car, truck, van, motorcycle and bycicle.special_type
provides more information about the vehicle. It is currently restricted to electric, emergency and taxi, and not all vehicles have this attribute filled.has_dynamics_doors
can either be true or false depending on whether or not the vehicle has doors that can be opened using the API.has_lights
works in the same way as has_dynamic_doors, but differentiates between vehicles with lights, and those that don't.
- Added native ackermann controller:
apply_ackermann_control
: to apply an ackermann control command to a vehicleget_ackermann_controller_settings
: to get the last ackermann controller settings appliedapply_ackermann_controller_settings
: to apply new ackermann controller settings
- Fixed bug causing the Traffic Manager to not be deterministic when using hybrid mode
- Added
NormalsSensor
, a new sensor with normals information - Added support for N wheeled vehicles
- Added support for new batch commands ConsoleCommand, ApplyLocation (to actor), SetTrafficLightState
- Added new API function:
set_day_night_cycle
at the LightManager, to (de)activate the automatic switch of the lights when the simulation changes from day to night mode, and viceversa. - Switch to boost::variant2 for rpc::Command as that allows more than 20 RPC commands
- Added post process effects for rainy and dusty weathers.
- Switched data type of the dust storm weather parameter from bool to float.
- Check for the version of the installed Clang compiler during build.
- Added API function to get direct access to the GBuffer textures of a sensor:
listen_to_gbuffer
: to set a callback for a specific GBuffer texture
- Added new instance aware semantic segmentation sensor
sensor.camera.instance_segmentation
- Added new API classes:
MaterialParameter
,TextureColor
andTextureFloatColor
to encode texture data and field (normal map, diffuse, etc) - Added new API functions:
apply_color_texture_to_object
,apply_float_color_texture_to_object
andapply_textures_to_object
to paint objects in runtime - Added the option for users to set a route using RoadOption elements to a vehicle controlled by the Traffic Manager.
- Cache now has an extra folder with current version of CARLA (so different cache per version)
- Added set_percentage_random_left_lanechange and set_percentage_random_right_lanechange.
- Improved handling of collisions in Traffic Manager when driving at very high speeds.
- Added physical simulation to vehicle doors, capable of opening and closing
- Added open/close doors feature for vehicles.
- Added API functions to 3D vectors:
squared_length
,length
,make_unit_vector
,dot
,dot_2d
,distance
,distance_2d
,distance_squared
,distance_squared_2d
,get_vector_angle
- Added API functions to 2D vectors:
squared_length
,length
,make_unit_vector
- Added a seed for better reproducibility of pedestrians
- New API function
set_pedestrians_seed
- New parameter --seedw in generate_traffic.py script
- New API function
- Added missing dependency
libomp5
to Release.Dockerfile - Added API functions to interact with pedestrian bones:
get_bones / set_bones
: to get/set the bones of a pedestrianblend_pose
: to blend a custom pose with current animationshow_pose / hide_pose
: to show or hide the custom poseget_pose_from_animation
: to set the custom pose with the animation current frame
- Added a new script in PythonAPI/examples/draw_skeleton.py to draw the bones of a pedestrian from client side
- Improved collision detection of the Python agents
- Added the new VehicleLightStage to the Traffic Manager to dynamically update the vehicle lights.
- Added two new examples to PythonAPI/util: Conversion of OpenStreetMaps to OpenDRIVE maps
osm_to_xodr.py
and Extraction of map spawn pointsextract_spawn_points.py
- Fixed the import of props without any map
- Fixed global route planner crash when being used at maps without lane markings
- Fixed bug causing the server to sigsegv when a vehicle collides an environment object in recording mode.
- Fixed RSSSensor: made client side calculations threaded
- Fixed keep_right_rule parameter.
- Changed the resolution of the cached map in Traffic Manager from 0.1 to 5 meters
- Fixed import sumo_integration module from other scripts
- CARLA now is built with Visual Studio 2019 in Windows
- Fixed bug causing the RoadOptions at the BehaviorAgent to not work as intended
- Upgrading to Unreal Engine 4.26
- Added generation attribute to vehicles and pedestrians
- Added Lincoln 2020 vehicle dimensions for CarSim integration
- Enabling the no_delay option to RPC and stream sockets
- The special nomenclature to define roads (ROAD_ROAD), sidewalks (ROAD_SIDEWALK)... can be at any position of the asset name
- Improved performance bencharmark script: sync, map and sensor selection, ...
- Improved performance, destroyed PhysX state for vehicles when physics are disable
- Improved parallelism of raycast sensors in system with large number of cores
- Added 'visualize_multiple_sensors' example
- Added 'check_lidar_bb' util script
- Added optional flag to
client.replay_file()
replay_sensors
to enable or disable the replaying the sensors - Improved manual_control: now cameras are set in relation with car size
- Client required files are sent from the server to a local cache (OpenDRIVE, Traffic Manager...)
- Added CHRONO library for vehicle dynamics simulation (https://projectchrono.org/)
- Supported JSON vehicle definition
- Unsupported collision dynamics
- Added performance benchmarking section to documentation
- Added API functions to traffic light actor
get_effect_waypoints()
,get_light_boxes()
andget_opendrive_id()
- Added API functions to world
get_traffic_lights_from_waypoint()
,get_traffic_lights_in_junction
andget_traffic_light_from_opendrive_id
- Added API parameters to
WorldSettings
:tile_stream_distance
andactor_active_distance
- Added API parameters and functions to
Osm2OdrSettings
:proj_string
,center_map
,generate_traffic_lights
,all_junctions_with_traffic_lights
,set_osm_way_types
, andset_traffic_light_excluded_way_types
- Added API function to enable car telemetry
- CARLA is compatible with the last RoadRunner nomenclature for road assets
- Fixed a bug when importing a FBX map with some _ in the FBX name
- Extended make import process for applying road painter materials (carla art tool)
- Added Large Map feature to CARLA, alowing to import large maps divided in square tiles (at most 2kmx2km per tile). Only section of a Large Map can be loaded at a time which introduces a sleep state for actors that are far away from the hero vehicle
- Added creation of custom JSON file for applying decals to imported roads
- Added ApplyVehiclePhysicsControl to commands
- Added flush in the sublevel loading to increase carla's determinism in Opt maps
- Fix bug in carla.Transform.get_up_vector()
- Fix bug in lidar channel point count
- Fix imu: some weird cases were given nan values
- Fix bugs in apply_physics_control and friction trigger
- Exposed tire parameters for longitudinal and lateral stiffness in the PhysicsControl.
- When setting a global plan at the LocalPlanner, it is now optional to stop the automatic fill of the waypoint buffer
- Improved agent's vehicle detection to also take into account the actor bounding boxes
- Added Optical Flow camera
- API extensions:
- Added
set_wheel_steer_direction()
function to change the bone angle of each wheel of a vehicle - Added
get_wheel_steer_angle()
function to get the steer angle of a vehicle wheel - Added
scattering_intensity
,mie_scattering_scale
,rayleigh_scattering_scale
to PythonAPI for changing weather attributes - Improved the python agents API. Old behaviors have been improved and new ones have also been added, improving the functionalities of the agents. Several bugs have also been fixed
- Improved the documentation for use with pandoc tool by converting html tags to their markdown equivalent
- Refactored FAQ section of docs to use minimal html and fix broken layout
- Extended the local planner with a lateral
offset
- Upgraded to DirectX 12 on Windows
- Added the new core pipeline for the simulator
- Added parameter to carla settings to control culling
- Added fully deterministic option for Traffic Manager, sorting vehicles by ID and avoiding race conditions
- Added the option to sweep the wheel shape for collision. This requires to patch the engine
- Added the possibility of changing physics substepping options from client
- Added 'noise_seed' to sensors to initialize the random generators
- API extensions:
- Added
actor.set_enable_gravity()
function to enable/disable the gravity affecting the actor - Added
load_map_layer
andunload_map_layer
to control map layers on new maps that support subleveling - Added
get_environment_objects
call to get all the placed objects in the level - Added
enable_environment_objects
call to enable/disable objects of the level - Added
horizontal_fov
parameter to lidar sensor to allow for restriction of its field of view - Added
WorldSettings.deterministic_ragdolls
to enable deterministic or physically based ragdolls
- Added
- Fixed RSSSensor python3 build and import of open drive maps by updating to ad-rss v4.2.0 and ad-map-access v2.3.0. Python import of dependent 'ad' python modules reflects now the namespaces of the C++ interface and follow doxygen documentation
- Fixed sensor transformations and sensor data transformations mismatch in IMU and camera-based sensors
- Fixed random dead-lock on synchronous mode at high frame rate
- Fixed bug on Windows causing sun reflection artifacts
- Fixed bug in
waypoint.get_landmarks()
causing some landmarks to be missed when s = 0 - Fixed the
actor.set_simulate_physics()
for pedestrians and vehicles - Fixed bug causing camera-based sensors to stop sending data
- Fixed the lack of determinism on the output of raycast sensors
- Fixed missing
laneChange
record in converted OSM maps - Fixed bug in the actor's id returned by the semantic lidar
- Fixed error when using
--config
parameter inmake package
- Fixed dependency of library Xerces-c on package
- Fixed minor typo in the simulation data section of the documentation
- Fixed the
config.py
to read the.osm
files in properutf-8
encoding
- Added retrieval of bounding boxes for all the elements of the level
- Added deterministic mode for Traffic Manager
- Added support in Traffic Manager for dead-end roads
- Upgraded CARLA Docker image to Ubuntu 18.04
- Upgraded to AD RSS v4.1.0 supporting unstructured scenes and pedestrians, and fixed spdlog to v1.7.0
- Changed frozen behavior for traffic lights. It now affects to all traffic lights at the same time
- Added new pedestrian models
- API changes:
- Renamed
actor.set_velocity()
toactor.set_target_velocity()
- Renamed
actor.set_angular_velocity()
toactor.set_target_velocity()
- RGB cameras
exposure_mode
is now set tohistogram
by default
- Renamed
- API extensions:
- Added
carla.Osm2Odr.convert()
function andcarla.Osm2OdrSettings
class to support Open Street Maps to OpenDRIVE conversion - Added
world.freeze_all_traffic_lights()
andtraffic_light.reset_group()
- Added
client.stop_replayer()
to stop the replayer - Added
world.get_vehicles_light_states()
to get all the car light states at once - Added constant velocity mode (
actor.enable_constant_velocity()
/actor.disable_constant_velocity()
) - Added function
actor.add_angular_impulse()
to add angular impulse to any actor - Added
actor.add_force()
andactor.add_torque()
- Added functions
transform.get_right_vector()
andtransform.get_up_vector()
- Added command to set multiple car light states at once
- Added 4-matrix form of transformations
- Added
- Added new semantic segmentation tags:
RailTrack
,GuardRail
,TrafficLight
,Static
,Dynamic
,Water
andTerrain
- Added fixed ids for street and building lights
- Added vehicle light and street light data to the recorder
- Improved the colliders and physics for all vehicles
- All sensors are now multi-stream, the same sensor can be listened from different clients
- New semantic LiDAR sensor (
lidar.ray_cast_semantic
) - Added
open3D_lidar.py
, a more friendly LiDAR visualizer - Added make command to download contributions as plugins (
make plugins
) - Added a warning when using SpringArm exactly in the 'z' axis of the attached actor
- Improved performance of raycast-based sensors through parallelization
- Added an approximation of the intensity of each point of the cloud in the LiDAR sensor
- Added Dynamic Vision Sensor (DVS) camera based on ESIM simulation http://rpg.ifi.uzh.ch/esim.html
- Improved LiDAR and radar to better match the shape of the vehicles
- Added support for additional TraCI clients in Sumo co-simulation
- Added script example to synchronize the gathering of sensor data in client
- Added default values and a warning message for lanes missing the width parameter in OpenDRIVE
- Added parameter to enable/disable pedestrian navigation in standalone mode
- Improved mesh partition in standalone mode
- Added Renderdoc plugin to the Unreal project
- Added configurable noise to LiDAR sensor
- Replace deprecated
platform.dist()
with recommendeddistro.linux_distribution()
- Improved the performance of capture sensors
- Fixed the center of mass for vehicles
- Fixed a number of OpenDRIVE parsing bugs
- Fixed vehicles' bounding boxes, now they are automatic
- Fixed a map change error when Traffic Manager is in synchronous mode
- Fixes add entry issue for applying parameters more than once in Traffic Manager
- Fixes std::numeric_limits::epsilon error in Traffic Manager
- Fixed memory leak on
manual_control.py
scripts (sensor listening was not stopped before destroying) - Fixed a bug in
spawn_npc_sumo.py
script computing not allowed routes for a given vehicle class - Fixed a bug where
get_traffic_light()
would always returnNone
- Fixed recorder determinism problems
- Fixed several untagged and mistagged objects
- Fixed rain drop spawn issues when spawning camera sensors
- Fixed semantic tags in the asset import pipeline
- Fixed
Update.sh
from failing when the root folder contains a space on it - Fixed dynamic meshes not moving to the initial position when replaying
- Fixed colors of lane markings when importing a map, they were reversed (white and yellow)
- Fixed missing include directive in file
WheelPhysicsControl.h
- Fixed gravity measurement bug from IMU sensor
- Fixed LiDAR’s point cloud reference frame
- Fixed light intensity and camera parameters to match
- Fixed and improved auto-exposure camera (
histogram
exposure mode) - Fixed delay in the TCP communication from server to the client in synchronous mode for Linux
- Fixed large RAM usage when loading polynomial geometry from OpenDRIVE
- Fixed collision issues when
debug.draw_line()
is called - Fixed gyroscope sensor to properly give angular velocity readings in the local frame
- Fixed minor typo in the introduction section of the documentation
- Fixed a bug at the local planner when changing the route, causing it to maintain the first part of the previous one. This was only relevant when using very large buffer sizes
- Introduced hybrid mode for Traffic Manager
- Upgraded to Unreal Engine 4.24
- Fixed autonomous agents' incorrect detection of red traffic lights affecting them
- Improved manual_control by adding realistic throttle and brake
- Added walkable pedestrian crosswalks in OpenDRIVE standalone mode
- Improved mesh generation with a chunk system for better performance and bigger maps in the future
- Added security features to the standalone OpenDRIVE mode aiming to prevent cars from falling down from the road
- Added junction smoothing algorithm to prevent roads from blocking other roads with level differences
- Added new Behavior agent
- Added automatic generation of traffic lights, stop signal and yield signal from OpenDRIVE file
- Upgraded to AD RSS v3.0.0 supporting complex road layouts and i.e. intersections
- Added examples of sumo co-simulation for Town01, Town04 and Town05
- Added ptv vissim and carla co-simulation
- Fixed
GetLeftLaneMarking()
from a possible runtime error - API extensions:
- Added new methods to
Map
:get_all_landmarks
,get_all_landmarks_from_id
andget_all_landmarks_of_type
- Added new methods to
- Added synchronization of traffic lights in sumo co-simulation
- Added light manager to control the lights of the map
- Added beta version sumo-carla co-simulation
- Traffic Manager:
- Added benchmark
- Added synchronous mode
- Fixed change map error
- Added multiclient architecture
- Added multi Traffic Manager architecture
- Fixed linkage between waypoints
- Implemented intersection anticipation
- Implemented vehicle destruction when stuck
- Implemented tunable parameters
- Revamped lane changes
- Added landmark class for signal-related queries
- Added support to parse OpenDRIVE signals
- Added junction class as queryable object from waypoint
- Added timeout to World Tick
- Added simple physical map generation from standalone OpenDRIVE data
- Added support for generating walker navigation on server-side
- Added support for new geometry:
spiral
,poly3
, andparamPoly3
- Improved
get_waypoint(location)
performance - New weather system: night time, fog, rain ripples, and now wind affects vegetation and rain (not car physics)
- Fixed Low/Epic quality settings transition
- Enabled Mesh distance fields
- API extensions:
- Added new methods to
BoundingBox
:contains()
,get_local_vertices()
andget_world_vertices(transform)
- Added new function to get a waypoint specifying parameters from the OpenDRIVE:
map.get_waypoint_xodr(road_id, lane_id, s)
- Added 3 new parameters for the
carla.Weather
:fog_density
,fog_distance
, and (ground)wetness
- Added
carla.client.generate_opendrive_world(opendrive)
that loads a map with custom OpenDRIVE basic physical topology
- Added new methods to
- New python clients:
weather.py
: allows weather changes using the new weather parameters
- Fixed docker build of
.BIN
for pedestrian navigation - Fixed
local_planner.py
: agent will now stop when it reaches the desired destination - Fixed crash when missing elevation profile and lane offset in OpenDRIVE
- Fixed typos
- Fixed agent failures due to API changes in
is_within_distance_ahead()
- Fixed assertion bug when using LibCarla
- Fixed incorrect doppler velocity for RADAR sensor
- Fixed documentation links
- Upgraded Boost to 1.72.0
- Recorder feature:
- Added an option
-i
tostart_replaying.py
to replay a session ignoreing the hero vehicles
- Added an option
- Fixed import pipeline bugs:
- Crash when no pedestrian navmesh is present
- Automatically imported static meshes not properly tagged
- Fixed PID controller's sensitivity to time discretization
- Upgraded parameters of Unreal/CarlaUE4/Config/DefaultInput.ini to prevent mouse freeze
- Add build variant with AD RSS library integration with RSS sensor and result visualisation
- Support for OpenGL and Vulkan in docker + headless mode
- Added new sensor: Inertial measurement unit (IMU)
- Added new sensor: Radar
- Exposed rgb camera attributes: exposure, depth of field, tonemapper, color correction, and chromatic aberration
- Now all the camera-based sensors are provided with an additional parametrized lens distortion shader
- Added Traffic Manager to replace autopilot in managing the NPC vehicles
- Improved pedestrians navigation
- API changes:
- Lidar:
range
is now set in meters, not in centimeters - Lidar:
horizontal_angle
is now received in radians, not in degrees - GNSS:
carla.GnssEvent
renamed tocarla.GnssMeasurement
- Lidar:
- API extensions:
- Added
carla.IMUMeasurement
- Added
carla.RadarMeasurement
andcarla.RadarDetection
- GNSS data can now be obtained with noise
- IMU data can now be obtained with noise
- Added
- Moved GNSS sensor from client to server side
- Added exporter plugin for UE4 to allow export meshes ready for Recast calculation
- The 'make import' process now rename the assets accordingly and set complex collision as simple
- New Python API function added (map.get_crosswalks()) that returns a list with all points that define the crosswalk zones from OpenDRIVE file
- Updated
manual_control.py
with a lens disortion effect example - Updated
manual_control.py
with IMU and Radar realtime visualization - Fixed pylint for python3 in travis
- Fixed PointCloudIO
cout
that interfiered with other python modules - Better steering in manual control
- Added Doxygen documentation online with automatic updates through Jenkins pipeline
- Fixed an error in
automatic_control.py
failing because theNum Lock
key - Fixed client_bounding_boxes.py example script
- Fixed materials and semantic segmentation issues regarding importing assets
- Fixed ObstacleSensor to return HitDistance instead of HitRadius
- Upgraded to Unreal Engine 4.22
- Added Vulkan support, if installed, CARLA will use Vulkan, use
-opengl
flag to launch with OpenGL - The simulator is now compiled in "Shipping" mode, faster but it accepts less command-line arguments
- Pedestrians are back:
- Spawn pedestrians that will roam randomly on sidewalks
- The script 'spawn_npc.py' spawns now pedestrians, adjust the number with the flag
-w
- Added navigation meshes for each maps for pedestrian navigation
- Allow adding custom props (FBX) to CARLA Blueprint library so they are spawnable
- Simplified pipeline for importing and packaging maps and custom props
- Vehicle physics:
- Added access to vehicle transmission details
- Added access to vehicle physics brake values
- Added tire friction trigger boxes for simulating slippery surfaces
- Added camera gamma correction as command-line argument to manual_control.py
- Added ability to set motion blur settings for RGB camera in sensor python blueprint
- Added C++ client example using LibCarla
- Added PythonAPI documentation generator, we documented in detail all the Python reference
- Added a new Python script config.py that allows the user to configure the simulator from the command-line
- New recorder features:
- Documented recorded system and binary file
- Added optional parameter to show more details about a recorder file (related to
show_recorder_file_info.py
) - Added playback speed (slow/fast motion) to the replayer
- Allow custom paths for saving the recorded files
- More data is now recorded to replay animations:
- Wheels of vehicles are animated (steering, throttle, handbrake), also bikes and motorbikes
- Walker animations are simulated (through speed of walker)
- New high quality pedestrians: female, girl and boy; improved meshes and textures
- More color and texture variations for each pedestrian
- New vehicle Audi Etron: 25.000 tris and LODs
- New material for Mustang, new system that will allow us to improve all the vehicle materials
- Improved vehicle Tesla
- New high-quality "Default" weather tailor-made for each map
- Improved the rest of weather profiles too
- RGB camera improvements:
- Enabled temporal antialiasing and motion blur
- Added gamma value and motion blur as a blueprint attributes
- Enabled texture streaming for scene captures
- API changes:
- Renamed
frame_count
andframe_number
asframe
, old members are kept as deprecated world.wait_for_tick()
now returns acarla.WorldSnapshot
- The callback of
world.on_tick(callback)
now receives acarla.WorldSnapshot
- Deprecated waypoint's
is_intersection
, useis_junction
instead
- Renamed
- API extensions:
- Added attachment type "SpringArm" for cinematic cameras
- Added waypoint's
junction_id
that returns de OpenDrive identifier of the current junction - Added
world.get_actor(id)
to find a single actor by id - Added
carla.WeatherParameters.Default
for the default (tailor-made for each town) weather profile - Added
WorldSnapshot
that contains a list ofActorSnapshot
, allows capturings a "still image" of the world at a single frame - Added
world.tick()
now synchronizes with the simulator and returns the id of the newly started frame - Added
world.apply_settings(settings)
now synchronizes with the simulator and returns the id of the frame when the settings took effect - Added
world.remove_on_tick(id)
to allow removing on tick callbacks - Added allow setting fixed frame-rate from client-side, now is part of
carla.WorldSettings
- Added
is_invincible
to walkers
- Several optimizations to the RPC server, now supports a bigger load of async messages
- Updated DebugHelper to render on Shipping packages, it has also better performance
- Updated OpenDriveActor to use the new Waypoint API
- Removed deprecated code and content
- Exposed waypoints and OpenDrive map to UE4 Blueprints
- Change the weight of cars. All cars have been compared with the real to have a feedback more real
- Recorder fixes:
- When a recorded session finish replaying, all vehicles will continue in autopilot, and all pedestrians will stop
- Fixed a possible crash if an actor is respawned before the episode is ready when a new map is loaded automatically
- Actors at start of playback could interpolate positions from its current position instead than the recorded position
- Camera following in playback was not working if a new map was needed to load
- API function 'show_recorder_file_info' was showing the wrong parent id
- Script 'start_recording.py' now properly saves destruction of actors at stop
- Problem when vehicles enable autopilot after a replayer, now it works better
- Fixed dead-lock when loading a new map in synchronous mode
- Fixed get_actors may produce actors without parent
- Fixed std::bad_cast when importing other libraries, like tensorflow, before carla
- Fixed latitude in WGS84 reprojection code such that Latitudes increase as one move north in CARLA worlds
- Fixed walking animations, the animations now go at the same speed as the game
- Fixed loading and reloading world not using the timeout
- Fixed XODR files can be found now anywhere in content
- Fixed bug related with Pygame error of surface too large, added sidewalks and improved lane markings in
no_rendering_mode.py
- Fixed Lidar effectiveness bug in manual_control.py
- Fixed wrong units in VehiclePhysicsControl's center of mass
- Fixed semantic segmentation of bike riders
- Fixed inconsistent streetlights in Town03
- Fixed incorrect vehicle bounds
- Added
client_bounding_boxes.py
to show bounding boxes client-side - New Town07, rural environment with narrow roads
- Reworked OpenDRIVE parser and waypoints API
- Fixed several situations in which the XODR was incorrectly parsed
- Exposed more information: lane marking, lane type, lane section id, s
- API change: waypoint's
lane_type
is now an enum,carla.LaneType
- API change:
carla.LaneMarking
is not an enum anymore, extended with color, type, lane change, and width - API extension:
map.get_waypoint
accepts an extra optional flag argumentlane_type
for filtering lane types - API extension:
carla.Map
can be constructed off-line out of XODR files,carla.Map(town_name, xodr_content)
- API extension:
id
property to waypoints, uniquely identifying waypoints up to half centimetre precision
- API change: Renamed "lane_invasion" to "lane_detector", added too its server-side sensor to be visible to other clients
- API extension: new carla.command.SpawnActor to spawn actors in batch
- API extension:
map.transform_to_geolocation
to transform Location to GNSS GeoLocation - API extension: added timestamp (elapsed simulation seconds) to SensorData
- API extension: method
client.apply_batch_sync
that sends commands in batch and waits for server response - API extension: optional argument "actor_ids" to world.get_actors to request only the actors with the ids provided
- Migrated Content to AWS
- Updated
spawn_npc.py
to spawn vehicles in batch - Added --rolename to "manual_control.py"
- Added options to "no_rendering_mode.py" to draw extra road information
- Added "scene_layout.py" to retrieve the whole information in the scene as Python dict
- Basic agent integrated with global router
- Allow usage of hostname for carla::Client and resolve them to IP addresses
- Added new pack of assets
- Windmill, different farm houses, silo
- Plants corn, dandelion, poppy, and grass
- Yield traffic sign
- Added modular buildings New York style
- Added marking lanes in Town03
- Added command-line arguments to simulator to disable rendering and set the server timeout
- Improved performance in Town01 and Town02
- Changed yellow marking lane from Town01 and Town02 to dashed yellow marking lane
- Improved lane cross detection to use the new Waypoint API
- Enhanced stop triggers options
- Fixed semantic segmentation tags in Town04, Town05, Town06
- Fixed tree collision in Town01
- Fixed VehicleSpawnPoint out of the road in Town01
- Fixed geo-reference of Town01 and Town07
- Fixed floating pillars in Town04
- Fixed floating building in Town03
- Fixed vehicles missing the route if autopilot enabled too late
- Fixed division by zero in is_within_distance_ahead()
- Fixed local planner to avoid premature route pruning at path overlaps
- Fixed global router behavior to be consistent with new Waypoint API
- Fixed clean up of local_planner when used by other modules
- Fixed python client DLL error on Windows
- Fixed wrong type returned by
ActorList.Filter(...)
- Fixed wheel's tire friction affecting all vehicles from physics control parameters
- Fixed obstacle detector not working
- Fixed small float bug in misc.py
- Added recording and playback functionality
- Added synchronous mode, simulator waits until a client sends a "tick" cue,
client.tick()
- Allow changing map from client-side, added
client.load_world(name)
,client.reload_world()
, andclient.get_available_maps()
- Added scripts and tools to import maps directly from .fbx and .xodr files into the simulator
- Exposed minimum physics control parameters for vehicles' engine and wheels
- Allow controlling multiple actors in "batch mode"
- New Town06, featuring a "Michigan left" intersection including:
- Connection ramp between two highways
- Incorporation to a highway requiring changing several lanes to take another exit
- Junctions supporting different scenarios
- New traffic signs assets: one-way, no-turn, more speed limits, do not enter, arrow floors, Michigan left, and lane end
- New pedestrian texture to add more variations
- New road PBR material
- Extended the waypoint API with
lane_change
,lane_type
,get_right_lane()
andget_left_lane()
- Added world settings for changing no-rendering mode and synchronous mode at run-time
- Added methods to acquire a traffic light's pole index and all traffic lights in it's group
- Added performance benchmark script to measure the simulator's rendering performance
- Added
manual_control_steeringwheel.py
to control agents using Logitech G29 steering wheels (and maybe others) - Added movable props present in the map (e.g. chairs and tables) as actors so they can be controlled from Python
- Added recording and playback bindings to
manual_control.py
script - Removed
world.map_name
from API, useworld.get_map().name
instead - Refactored
no_rendering_mode.py
to improve performance and interface - Several improvements to the build system for Windows
- Expose traffic sign's trigger volumes on Python API
- Improved export/import map tools
- Simplify Dockerfile halving Carla Docker image size
- Episodes have now a random unique id to avoid collisions between runs
- Reduced overhead of many RPC calls by sending only actor IDs (instead of serializing all the actor attributes every time)
- Added priority system for vehicle control input (internal, not exposed in API)
- Removed "Example.CarlaSettings.ini", you can still use it, but it's no longer necessary
- Improved time-out related error messages
- Fixed Town01 placed 38 meters above the zero
- Fixed parsing of OpenDrive geo-reference exported by RoadRunner
- Fixed issue of retrieving an empty list when calling
world.get_actors()
right after creating the world - Fixed a few synchronization issues related to changing the world at runtime
- Fixed traffic light when it gets illuminated by the hero vehicle in
no_rendering_mode.py
- Fixed
manual_control.py
andno_rendering_mode.py
to prevent crashes when used in "no rendering mode" - Fixed traffic signs having the trigger box rotated
- Fixed female walk animation
- Fixed BP_MultipleFloor, tweaked offset in BaseFloor to adjust meshes between them
- Fixed static objects present in the map were marked as "movable"
- Upgraded to Unreal Engine 4.21
- Upgraded Boost to 1.69.0
- New Town04 (biggest so far), includes a freeway, new bridge and road barrier, a nicer landscape based on height-map, and new street props
- New Town05, adding more variety of intersections for the scenario runner
- Redesigned pedestrian models and animations (walk and idle) for male and female characters
- Added sensor for detecting obstacles (ray-cast based)
- Added sensor GNSS (GPS)
- Basic agent integrated with global router
- Added a few methods to manage an actor:
- set_velocity: for setting the linear velocity
- set_angular_velocity: for setting the angular velocity
- get_angular_velocity: for getting the angular velocity
- add_impulse: for applying an impulse (in world axis)
- Renamed vehicle.get_vehicle_control() to vehicle.get_control() to be consistent with walkers
- Added new mesh for traffic lights
- Added new pine tree assets, with their LODs finely tuned for performance
- Added point transformation functionality for LibCarla and PythonAPI
- Added "sensor_tick" attribute to sensors (cameras and lidars) to specify the capture rate in seconds
- Added Export/Import map tools
- Added "get_forward_vector()" to rotation and transform, retrieves the unit vector on the rotation's X-axis
- Added support for Deepin in PythonAPI's setup.py
- Added support for spawning and controlling walkers (pedestrians)
- Updated BasicAgent to allow setting target_speed and handle US-style traffic lights properly
- OpenDriveActor has been rewritten using the Waypoint API, this has fixed some bugs
- Remove crash reporter from packaged build
- Improved simulator fatal error handling, now uses UE4 fatal error system
- LibCarla server pipeline now compiles with exceptions disabled for better performance and compatibility with UE4
- Fixed TCP accept error, too many open files while creating and destroying a lot of sensors
- Fixed lost error messages in client-side, now when a request fails it reports the reason
- Fixed global route planner to handle round about turns and made the code consistent with local planner
- Fixed local planner to avoid premature route pruning at path overlaps
- Fixed autopilot direction not properly initialized that interfered with the initial raycast direction
- Fixed crash when an actor was destroyed but not de-registered, e.g. falling out of world bounds
- Updated ROS bridge for CARLA 0.9.X (moved to its own repository)
- Added Python API "agents" extension, includes
- Global route planner based on the Waypoints API (compatible with OpenDrive)
- BasicAgent: new client agent that can drive to a given coordinate of the map using the waypoint API and PID controllers, attending to other vehicles and traffic lights
- RoamingAgent: new client agent that can drive at different speeds following waypoints based on PID controllers, attending to other vehicles and traffic lights
- LocalPlanner functionality to navigate waypoints using PID controllers
- LateralControl and LongitudinalControl PIDs
- Added support for manual gear shifting
- Added "role_name" attribute to actors to easily identify the "hero" vehicle
- Changed traffic lights in Town03 to American style
- Added new junction types with only stop signs
- Updates to documentation and tutorials
- Simulator now starts by default in windowed mode
- CMake version required downgraded to 3.5 for better compatibility
- Fixed waypoints height were all placed at zero height
- Fixed actors in world.get_actors() missing parent actor
- Fixed some vehicles losing their wheels after calling set_simulate_physics
- Fixed bounding box of Lincoln MkZ
- Several fixes and improvements to OpenDriveActor
- New town: Town03
- Created with Vector Zero's RoadRunner (including OpenDrive information of the road layout)
- Bigger and more diverse
- More road variety: multiple lanes and lane markings, curves at different angles, roundabout, elevation, tunnel
- Lots of improvements to the Python API
- Support for Python 3
- Support for retrieving and changing lighting and weather conditions
- Migrated Lidar sensor
- Migrated image converter methods: Depth, LogarithmicDepth, and CityScapesPalette
- Migrated IO methods for sensor data, "save_to_disk" available for PNG, JPEG, TIFF, and PLY
- Added support for requesting the list of all the actors alive in the current world,
world.get_actors()
world.get_actors()
returns anActorList
object withfilter
functionality and lazy initialization of actors- Added collision event sensor, "sensor.other.collision", that triggers a callback on each collision to the actor it is attached to
- Added lane detector sensor, "sensor.other.lane_detector", that detects lane invasion events
- Added
carla.Map
andcarla.Waypoint
classes for querying info about the road layout- Added methods for converting and saving the map as OpenDrive format
- Added
map.get_spawn_points()
to retrieve the recommended spawn points for vehicles - Added
map.get_waypoint(location)
to query the nearest waypoint - Added
map.generate_waypoints(distance)
to generate waypoints all over the map at an approximated distance - Added
map.get_topology()
for getting a list the tuples of waypoints that define the edges of the road graph - Added
waypoint.next(distance)
to retrieve the list of the waypoints at a distance that can be driven from this waypoint
- Added
parent
attributes to actors, not None if the actor is attached to another actor - Added
semantic_tags
to actors containing the list of tags of all of its components - Added methods for retrieving velocity and acceleration of actors
- Added function to enable/disable simulating physics on an actor,
actor.set_simulate_physics(enabled=True)
- Added bounding boxes to vehicles,
vehicle.bounding_box
property - Exposed last control applied to vehicles,
vehicle.get_vehicle_control()
- Added a "tick" message containing info of all the actors in the scene
- Executed in the background and cached
- Added
world.wait_for_tick()
for blocking the current thread until a "tick" message is received - Added
world.on_tick(callback)
for executing a callback asynchronously each time a "tick" message is received - These methods return/pass a
carla.Timestamp
object containing, frame count, delta time of last tick, global simulation time, and OS timestamp - Methods retrieving actor's info, e.g.
actor.get_transform()
, don't need to connect with the simulator, which makes these calls quite cheap
- Allow drawing debug shapes from Python: points, lines, arrows, boxes, and strings (
world.debug.draw_*
) - Added id (id of current episode) and map name to
carla.World
- Exposed traffic lights and signs as actors. Traffic lights have a specialized actor class that has the traffic light state (red, green, yellow) as property
- Added methods for accessing and modifying individual items in
carla.Image
(pixels) andcarla.LidarMeasurement
(locations) - Added
carla.Vector3D
for (x, y, z) objects that are not acarla.Location
- Removed
client.ping()
,client.get_server_version()
accomplishes the same - Renamed
contains_X()
methods tohas_X()
- Changed
client.set_timeout(seconds)
to use seconds (float) instead of milliseconds - Allow iterating attributes of an Actor's Blueprint
- Fixed wildcard filtering issues, now "vehicle.*" or "bmw" patterns work too
- Fixed
actor.set_transform()
broken for attached actors
- More Python example scripts and improved the present ones
- Now all the scripts use the list of recommended spawn points for each map
- Renamed "example.py" to "tutorial.py", and updated it with latest changes in API
- Added timeout to the examples
- "manual_control.py" performance has been improved while having more measurements
- "manual_control.py" now has options to change camera type and position
- "manual_control.py" now has options to iterate weather presets
- "manual_control.py" now has a fancier HUD with lots of info, and F1 key binding to remove it
- Added "dynamic_weather.py" to change the weather in real-time (the one used in the video)
- Added "spawn_npc.py" to quickly add a lot of NPC vehicles to the simulator
- Added "spawn_npc.py --safe" to only add non-problematic vehicles
- "vehicle_gallery.py" also got some small fixes
- Asset and content improvements
- New vehicle: Lincoln MKZ 2017
- Refactored weather system, parametrized to make it easier to use
- Improved control of bikes and motorbikes, still not perfect but causes less accidents
- Added building block generator system
- Misc city assets: New building, tunnel columns, rail-road bridges, new textures, new urban props
- Adjusted vehicle physics and center of mass
- Adjusted the maximum distance culling for foliage
- Adjusted pedestrian animations and scale issues (not yet available with new API though)
- Improved map building blueprints, spline based asset repeaters, and wall building tools
- Replaced uses of Unreal's Foliage system with standard static meshes to work around a visual bug in Linux systems
- Fixed filenames too long when packing the project on Windows
- Fixed "SplineMeshRepeater" loses its collider mesh from time to time
- Standardized asset nomenclature
- New system for road information based on OpenDrive format
- Added new map classes for querying info about the road layout and topology
- Added methods for finding closest point on the road
- Added methods for generating and iterating waypoints based on the road layout
- Added OpenDrive parser to convert OpenDrive files to our map data structures
- Other miscellaneous improvements and fixes
- Fixed single channel Lidar crash (by @cwecht)
- Fixed command-line argument
-carla-settings
fails to load absolute paths (by @harlowja) - Added an option to command-line to change quality level when launching the simulator,
-quality-level=Low
- Added ROS bridge odometry message (by @ShepelIlya)
- New lens distortion shader, sadly not yet integrated with our cameras :(
- New Docker tutorial
- Disabled texture streaming to avoid issue of textures not loading in scene captures
- Adjusted scene capture camera gamma to 2.4
- Fixed leaking objects in simulation when despawning a vehicle. Now Pawn's controller is destroyed too if necessary when destroying an Actor
- Fixed overflow on platform time-stamp, now it uses
double
- Upgraded @rpclib to fix crash when client exits too fast (rpclib/PR#167)
- Moved "PythonClient" inside deprecated folder to avoid confusion
- Refactored sensor related code
- New plugin system for sensors that simplifies adding sensors, mini-tutorial at #830
- Compile-time dispatcher for sensors and serializers
- Improvements to the streaming library
- Added multi-streams for streaming simultaneously to multiple clients (used by the "tick" message)
- Messages re-use allocated memory when possible
- Allows unsubscribing from a stream
- Fixed client receives interleaved sensor messages, some messages can be discarded if connection is too slow though
- Fixed streaming client fails to connect in Windows
- Fixed streaming client keeps trying to reconnect after destroying a sensor
- Refactored client C++ API
- Python GIL is released whenever possible to avoid blocking
- Fixed deadlock when closing the simulator while a client is connected
- Fixed crash on simulator shutdown if a client has connected at some point
- Set methods are now sent async which greatly improves performance in the client-side
- Vehicle control is cached and not sent if haven't changed
- Suppressed exceptions in destructors
- Other development improvements
- Improved Linux Makefile, fine-grained targets to reduce compilation times in development
- Workaround for "setup.py" to link against "libcarla_client.a" again (Linux only)
- Added support for ".gtest" file, each line of this file is passed to GTest executables as arguments when running
make check
targets - Python eggs are also archived on Jenkins to easily get them without downloading the full package
- Added uncrustify config file for formatting UE4 C++ code
- Upgraded to Unreal Engine 4.19
- Redesign of the networking architecture
- Allows any number of clients to connect simultaneously
- Now is possible to add and remove at any time any vehicle or camera
- Now is possible to control any vehicle or camera
- Now is possible to place cameras anywhere
- Reduced to two ports instead of three
- First port uses an RPC protocol based on rpclib
- Second port is for the streaming of the sensor data
- Redesign of the Python API
- Actors and sensors are now exposed in the API and can be independently controlled
- The Python module is built in C++, with significant performance gain in some operations
- Many functionality haven't been ported yet, so expect a lot of things missing
- Redesign of the build system to accommodate the changes in dependencies
- Everything can be done now with the Makefile
- For the moment only Linux is supported, sorry
- Massive clean up of all unused assets
- Some aesthetic fixes to the vehicles
- Community contribution: ROS bridge by @laurent-george
- New vehicle: Tesla Model 3
- Added an option to "CarlaSettings.ini" to disable bikes and motorbikes
- Fixed missing collision of vehicles introduced in 0.8.3
- Improved stability of bikes and motorbikes
- Improved autopilot turning behaviour at intersections, now using front wheels positions as reference
- Temporarily removed Kawasaki Ninja motorbikes because the model was having some stability issues
- Added two-wheeled vehicles, 3 bicycles and 4 motorbikes
- Several art optimizations (CARLA is now about 10% faster)
- Improved the performance of vegetation assets, adjusted LOD and culling distance, set billboards where possible
- Drastically reduced the number of polygons of the landscape while keeping the original shape
- Removed some high-cost unnecessary assets
- Remodelled Mustang and NissanMicra, now with less polygons and materials, better textures and LOD
- Remodelled building SM_TerracedHouse_01, now with more polygons but less materials and better textures
- CARLA releases include now a Dockerfile for building docker images
- Change in HUD: replace "FPS" by "Simulation Step"
- The current map name is now included in the scene description message sent to the client
- Adapted "manual_control.py" and "view_start_positions.py" to use the map name sent by the simulator
- Improved the vehicle spawning algorithm, now it tries to spawn as much cars as possible even if there are not enough spawn points
- "Setup.sh" is now faster and accepts an argument to run multiple jobs in parallel
- Fixed foliage distance culling using wrong distance in "Low Mode"
- Fixed NissanMicra slightly turning left when driving straight
- Revamped driving benchmark
- Changed name from benchmark to driving benchmark
- Fully Redesigned the architecture of the module
- Added a lot more documentation
- Now you can stop and resume the benchmarks you run
- Rolled back vehicle's location to the pivot of the mesh instead of the center of the bounding box
- Added relative transform of the vehicle's bounding box to the measurements, player and non-players
- Added "frame number" to each sensor measurement so it is possible to sync all the measurements based on the frame they are produced
- Improved vehicle spawner to better handle spawning failures
- Walkers use now a closer angle to detect vehicles, so they don't stop moving if a car passes nearby
- Fixed lighting artefact causing the road to change its brightness depending on the distance to the camera
- Fixed captured images overexposed in Low mode
- Fixed illegal character in asset name
- Fixed editing sun azimuth angle in CarlaWeadther.ini had no effect
- Fixed crash when using a non-standard image size in DirectX (Windows)
- Fixed issue with using multiple "SceneCaptureToDiskCamera"
- New Python example for visualizing the player start positions
- Fixed box extent of non-player agents was sent in centimeters instead of meters
- Fixed speed limits were sent in km/h instead of m/s
- Fixed issue in Volkswagen T2 wheels causing it to overturn
- Upgraded to Unreal Engine 4.18
- Created our own pedestrian 3D models free to use and distribute
- Removed Epic's Automotive Materials dependencies
- 360 Lidars support (similar to Velodyne HDL-32E or VLP-16) thanks to Anton Pechenko (Yandex)
- Ray-cast based
- Configurable settings
- Added methods to save points to disk as PLY file
- Added quality level settings
- Low: low quality graphics, about 3 times faster with one camera
- Epic: best quality (as before)
- Measurements now use SI units
- Locations: m
- Speed: m/s
- Acceleration: m/s^2
- Collisions: kg*m/s
- Angles: degrees
- Added API methods to convert depth images to a point cloud
- New method "image_converter.depth_to_local_point_cloud"
- A supplementary image can be passed to attach colors to the points
- New client example generates a point cloud in world coordinates
- Added Transform class to Python API
- Performance optimizations
- Significant speed improvements in both Epic and Low modes
- Fixed materials and improved shaders for roads, architecture, sidewalks, foliage, landscapes, cars, walkers, reflections, water
- Execution of a set of Project and Engine parameters to improve performance (quality, vsync, AO, occlusion)
- Generation of the road pieces using static meshes and actors instead of a single actor with instanced meshes
- Improved performance since now is able to apply occlusion and draw distance
- Images are captured asynchronously in the render thread
- In asynchronous mode, images may arrive up to two frames later
- In synchronous mode, game thread is blocked until images are ready
- Blueprint code optimizations for vehicles, walkers, and splines
- Added a way to configure different quality levels with culling distance and materials configuration
- Refactored sensor related code to ease adding new sensors in the future
- Added vehicle box extent to player measurements
- Removed the player from the list of non-player agents
- Adjusted bounding boxes to vehicles' height
- Changed vehicles' center to match bounding box
- Added autopilot mode to manual_control.py
- Added quality level options to manual_control.py and client_example.py
- Replaced background landscape and trees by a matte painting
- Fixed road map generated some meshes twice
- Small improvements to Windows support
- Fixed issues with the Makefile
- Fixed asset names too long or containing special characters
- New Python API module: Benchmark
- Defines a set of tasks and conditions to test a certain agent
- Contains a starting benchmark, CoRL2017
- Contains Agent Class: Interface for benchmarking AIs
- New Python API module: Basic Planner (Temporary Hack)
- Provide routes for the agent
- Contains AStar module to find the shortest route
- Other Python API improvements
- Converter class to convert between Unreal world and map units
- Metrics module to summarize benchmark results
- Send vehicle's roll, pitch, and yaw to client (orientation is now deprecated)
- New RoutePlanner class for assigning fixed routes to autopilot (IntersectionEntrance has been removed)
- Create a random engine for each vehicle, which greatly improves repeatability
- Add option to skip content download in Setup.sh
- Few small fixes to the city assets
- New Python client API
- Cleaner and more robust
- Compatible with Python 2 and 3
- Improved exception handling
- Improved examples
- Included methods for parsing the images
- Better documentation
- Protocol: renamed "ai_control" to "autopilot_control"
- Merged testing client
- Added the maps for both cities, the client can now access the car position within the lane
- Make CARLA start without client by default
- Added wind effect to some trees and plants
- Improvements to the existing weather presets
- Build script: skip content download if up-to-date
- Included Unreal project and reorganised folders
- Enabled semantic segmentation by default
- Added Felipe's Python client
- New build system (Linux only)
- Few fixes to city assets
- Added command-line parameter -carla-no-hud
- Remove override gamma from weather settings
- Fixed issue road map generation hangs cooking command
- Organise Python client and make sample script
- Rename maps
- CARLA_ORIGIN_0 --> Town02
- CARLA_ORIGIN_1 --> Town01
- Fixed Carla-Cola machine falling at begin play
- Fixed issues with weather
- Fixed missing building
- Autopilot mode has been removed, now server sends AI control together with measurements every frame
- State and position of traffic lights and signs are now included in the measurements too
- Added a python console client
- Fixed crash when client sends an invalid player start
- Fixed some issues with the dynamic weather not looking as it used to do
- Fixed some collision boxes missing
- Fixed issue server was destroyed on every reset, closing the connection
- Fixed issue agent servers connect too late
- Improvements to the python client
- Added python client test suite for testing the release
- Added image converter
- Fixed missing floor on CARLA_ORIGIN_0
- Changed sidewalk texture
- Improvements on the physics of some vehicles
- More props and decals added to the cities
- Upgraded to Unreal Engine 4.17
- Fixes memory leaks
- Fixes crashes with C++ std classes
- Redesigned CarlaServer
- Faster, avoids unnecessary copies
- Sends images as raw data (no compression)
- Supports synchronous and asynchronous mode
- Networking operation have a time-out
- Synchronous methods have a time-out
- Pure C interface for better compatibility
- Unit tests with GoogleTest
- New server-client protocol
- Upgraded to proto3
- Supports repeated fields
- Optionally send information about all dynamic agents in the scene
- Now sends transforms instead of locations only
- Autopilot mode added to control
- New build system to avoid linkage issues
- Added autopilot mode
- Added an on-board camera to the car
- Added traffic lights and speed limit to player state
- Added player pawn selection to config file
- Improved blueprint interface of the C++ classes
- Some performance improvements to vehicle controllers
- Fix issues with depth material in Windows
- Fix issues with random engine not being available for vehicles
- Fixed issue that compiling a release hang when saving the road map
- Added more content; 7 vehicles, 30 pedestrians, many decals and props
- Randomized pedestrian clothing
- Many improvements and fixes to the city levels and assets
- Added sub-surface scattering to vegetation
- Added key binding to change weather during play
- Added key binding to toggle autopilot mode
- Added a second camera to the player
- Add weather presets specific for each level
- Some map fixes, adjust weather presets specific for each level
- Fixed regression that some walkers may go at extremely slow and fast speeds
- Add random seeds to config file
- Improve logging
- Removed rotation of map CARLA_ORIGIN_1
- Fixed regression walkers despawning when stopping after seeing a car
- Changed, collision is only registered if player moves faster than 1 km/h
- Fixed issue walkers resume movement after sensing nothing, but the car is still there sometimes
- Few improvements to the city assets
- Fixed issue with reward, intersect other lane wasn't sent to the client
- Improvements to the AI of other vehicles, and how they detect pedestrians
- Improvements to the AI of the pedestrians, trying to avoid slightly better the cars
- Made roads collision channel WorldStatic
- Tune several vehicles' physics and engine
- Fixed issue with vehicles bouncing back after hitting a pedestrian
- Add bigger box to pedestrians to avoid accidents
- Make vehicles spawn in order instead of randomly
- Fixed issues with the server-client protocol
- More improvements to the AI of other vehicles, now they barely crash
- Improved the physics of some vehicles
- Tweak the city for better AI of other vehicles
- Improved AI of other vehicles, still needs some adjustment, but now they crash much less
- Fixed wrong semantic segmentation label of the poles of traffic lights and signs
- Added randomized vehicle license plates
- Few improvements to the city assets
- Made vehicle input more realistic, now reverse and brake use different input
- Changed server-client protocol
- CarlaSettings.ini is sent for every new episode
- Control is extended with brake, reverse and handbrake
- Set a clearer hierarchy for loading settings files
- Made camera post-process settings able to change depending on the weather
- Added basic functionality for NPC vehicles
- Some improvements to the walker spawner
- Generate road map metadata on save
- Added command-line switch -carla-no-networking
- Improved verbosity control of CarlaServer
- Fixed issue with server that two threads used 100% CPU
- Fixed issue with the attachment of the main camera to the player
- Fixed issues with CarlaServer interface with Unreal, does not use STL containers anymore
- Fixed issue with server not running below 30 fps at fixed frame rate, added physics sub-stepping
- Fixed issues with some weather settings
- Added randomized pedestrians with their AI and animations
- Added other vehicles with their AI and physics
- Added traffic lights and signs
- Tweaked capture image to look similar to main camera
- Changed car input to match settings in plugin
- General improvements to levels and assets
- Added basic dynamic weather functionality
- Weather and sun light can be changed during game
- Presets stored in config file CarlaWeather.ini
- Added some presets for dynamic weather
- Add basic functionality to spawn pedestrians
- Split road meshes for intersections and turns for better precission of the road map
- Better debug for road map
- Implemented collision count for other cars and pedestrians
- Command line argument -carla-settings now accepts relative paths
- Improved performance when semantic segmentation is disabled
- Improved tagger system
- Implemented nav-mesh and spawn points for pedestrians
- Added new cars
- Added dynamic street lights
- General improvements to levels and assets
- Make the car jump
- Fixed serialization of road map resulting in a huge map size
- Some optimizations in the vegetation
- Implemented more LODS
- Fixed rounding errors in HUD (100% was shown as 99%, 30 FPS as 29 FPS)
- Fixed crash when player goes out of road map
- Fixed several issues related to the transform of the road map (wasn't working in CARLA_ORIGIN_1)
- Make custom depth pass disable by default (semantic segmentation won't work by default)
- Fixed road width in T-intersections
- Implement road LOD
- Fixed missing assets
- Implemented signals for off-road and opposite lane invasion
- Fixed linking issues (use Unreal's libpng)
- Fixed memory leak in PNG compression
- Added boundaries to the map
- Several fixes in the map content
- Fixed the memory leak related to protobuf issues
- Fixed color shift in semantic segmentation and depth
- Added in-game timestamp (now sending both OS and in-game)
- Fixed Depth issues
- Fixed random crash due to an invalid player start position
- Added semantic segmentation
- Changed codification to PNG
- Camera configuration through config INI file
- Added build system for Windows and Linux
- Added more content
- Added basic functionality