carla | Open-source simulator for autonomous driving research | Robotics library

 by   carla-simulator C++ Version: 0.9.15 License: Non-SPDX

kandi X-RAY | carla Summary

kandi X-RAY | carla Summary

carla is a C++ library typically used in Automation, Robotics, Deep Learning applications. carla has no bugs, it has no vulnerabilities and it has medium support. However carla has a Non-SPDX License. You can download it from GitHub.

Repositories associated to the CARLA simulation platform:.
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            kandi-support Support

              carla has a medium active ecosystem.
              It has 9323 star(s) with 2927 fork(s). There are 237 watchers for this library.
              There were 1 major release(s) in the last 6 months.
              There are 702 open issues and 3759 have been closed. On average issues are closed in 420 days. There are 38 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of carla is 0.9.15

            kandi-Quality Quality

              carla has 0 bugs and 0 code smells.

            kandi-Security Security

              carla has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              carla code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              carla has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              carla releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.
              It has 27706 lines of code, 1162 functions and 135 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of carla
            Get all kandi verified functions for this library.

            carla Key Features

            No Key Features are available at this moment for carla.

            carla Examples and Code Snippets

            copy iconCopy
            # Render object to keep and pass the PyGame surface
            class RenderObject(object):
                def __init__(self, width, height):
                    init_image = np.random.randint(0,255,(height,width,3),dtype='uint8')
                    self.surface = pygame.surfarray.make_surface(i  
            How to add a new sensor-Creating a new sensor-1- Sensor actor
            C++dot img2Lines of Code : 126dot img2License : Permissive (MIT)
            copy iconCopy
            #pragma once
            
            #include "Carla/Sensor/Sensor.h"
            
            #include "Carla/Actor/ActorDefinition.h"
            #include "Carla/Actor/ActorDescription.h"
            
            #include "Components/BoxComponent.h"
            
            #include "SafeDistanceSensor.generated.h"
            
            UCLASS()
            class CARLA_API ASafeDistanc  
            Retrieve pedestrian ground truth bones through API-Build the skeleton
            C++dot img3Lines of Code : 105dot img3License : Permissive (MIT)
            copy iconCopy
            
            def get_image_point(bone_trans):
                    # Calculate 2D projection of bone coordinate
                    
                    # get the world location of the bone root
                    loc = bone_trans.world.location
                    bone = np.array([loc.x, loc.y, loc.z, 1])
                    # tran  
            How to implement a lane change manoeuver on Carla
            Pythondot img4Lines of Code : 171dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import sys
            import glob
            import os
            
            #The added path depends on where the carla binaries are stored
            try:
                sys.path.append(glob.glob('../../carla/dist/carla-*%d.%d-%s.egg' % (
                    sys.version_info.major,
                    sys.version_info.minor,
            
            How to count number of times a text appeared in multiple cells using python
            Pythondot img5Lines of Code : 11dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            rows = df["Description"]
            
            large_list = []
            
            for row in rows:
                large_list += row.split()
            
            import collections
            counts = collections.Counter(large_list)
            print(counts)
            
            undefined symbol: _PyThreadState_Current when using pybind wrapped C++ code
            Pythondot img6Lines of Code : 41dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            # BUILD
            load("@pybind11_bazel//:build_defs.bzl", "pybind_extension")
            
            pybind_extension(
              name = "new_math",
              srcs = ["ex.cpp"],
            )
                
            py_test(
              python_version = "PY3",
              name = "math_test",
              size = "small",
              srcs = ["math_test.py"],
            
            How to collapse/pivot multiple pandas columns
            Pythondot img7Lines of Code : 21dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            df = data.set_index(['Gender','code_num', 'Date', 'Location', 'Age', 'Group'])
            df.columns = df.columns.str.split('_', expand=True)
            df = df.stack(1)
            df.columns = df.columns.map(lambda x: f'{x[0]}_{x[1]}')
            cols = ['Dog_UID', 'Dog_name', 'Dog
            pandas dataframe map lookup table where key is in string
            Pythondot img8Lines of Code : 6dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            d = lookupdf.set_index('Col1')['Col2'].to_dict()
            pat = '|'.join(d)
            #if words boundaries are important
            #pat = '|'.join(r"\b{}\b".format(x) for x in d)
            df['Color'] = df['ColA'].str.extract('('+ pat + ')', expand=False).map(d)
            
            Dictionaries and loops in Python 3.x
            Pythondot img9Lines of Code : 22dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            def by_total_grade(name):
                return sum(grades[name])
            
            best_student = max(grades, key=by_total_grade)
            
            grades = {
                "Alex": [3, 7, 11, 10, 8],
                "Ben": [6, 12, 4, 9, 9],
                "Сarla": [5, 10, 7, 5, 9],
            }
            
            best_s
            How to squish/merge multiple rows without transforming the data
            Pythondot img10Lines of Code : 6dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            df.groupby('id').apply(lambda x: x.ffill()).drop_duplicates('id', keep='last')
            
               id      a      b      c      d      e
            3  23  Pedro  Vindy  Carla  Tulia  Wimpo
            5  49   None  Vindy  Carla   None  Wimpo
            

            Community Discussions

            QUESTION

            Im having troubles creating a dicitionary due to duplicated years- Python/Hurricane Project
            Asked 2022-Apr-08 at 11:24

            I´m doing the hurricane project of Coadeacademy.

            See below the variable and values of the exercise.It is sample of 34 hurricanes. Be aware that some years it had 2 hurricanes. For example in 1933, we had both, the hurricane 'Bahamas' and 'Cuba II'.

            names of hurricanes

            ...

            ANSWER

            Answered 2022-Apr-08 at 11:24

            Every year may have many values so you should use list for all values in year.

            Source https://stackoverflow.com/questions/71789612

            QUESTION

            PostgreSQL: Return entries based on conditions and grouping
            Asked 2022-Mar-24 at 18:04

            Imagine the following table:

            ...

            ANSWER

            Answered 2022-Mar-24 at 18:04

            A bit complicated but I hope easy to read.

            Source https://stackoverflow.com/questions/71607096

            QUESTION

            How to implement a lane change manoeuver on Carla
            Asked 2022-Feb-18 at 17:52

            I am trying to implement a simple lane change manoeuver for a self driving car on Carla simulator. Specifically a left lane change. However when retrieving waypoints from the left lane ( using carla.Waypoint.get_left_lane() function ), the waypoints I get are oscillating between left and right lanes. Below is the script I used :

            ...

            ANSWER

            Answered 2022-Feb-18 at 17:52

            I just figured out the cause of the problem. The reason is that I was manipulating Carla waypoints as undirected points. However, in Carla, each waypoint is directed by the road direction.

            In the scene, I was testing my code in, all the roads have two lanes, each one in an opposite direction. Hence, the left lane of each lane is the remaining lane.

            The issue in the previous code was that I was not changing my view to match the direction of the lane. I was assuming a global reference frame, but in Carla, the waypoints are relative to the frames attached to their respective lanes. And since only one of the two coordinate frames (for each lane) was matching my imagined global reference frame, I was getting an oscillatory behavior.

            Another issue was that I was updating the target waypoints to track too early. This caused the vehicle to move a very short distance without going through all the target waypoints. I changed this to keep tracking the same target waypoint until the distance separating it to my vehicle becomes too close before moving to the next waypoint. This helped to perform the lane change behavior.

            Below is the script I used :

            Source https://stackoverflow.com/questions/71128092

            QUESTION

            How to count number of times a text appeared in multiple cells using python
            Asked 2022-Feb-13 at 00:34

            I want to figure out a way by which I could count number of times a similar word have appeared in multiple rows. For example, 'Street' have appeared, 'Carla' have appeared twice. (* Note --> There are many such rows wherein I am not sure which word is common)

            Description Street 29 euro Street 31 USD Carla xyz 45 output Street 345 tmd Carla asb 6789 tim

            Please help

            ...

            ANSWER

            Answered 2022-Feb-13 at 00:34

            Not sure what format your data is in but lets assume its a pandas DataFrame.

            First convert to a list:

            Source https://stackoverflow.com/questions/71060881

            QUESTION

            undefined symbol: _PyThreadState_Current when using pybind wrapped C++ code
            Asked 2022-Jan-15 at 18:07

            When I'm running bazel test ... the cpp code will compile, but Python gets stuck. I read these before I wrote this question, but I can not find any solution:

            https://github.com/pybind/pybind11/issues/314

            undefined symbol: _PyThreadState_Current when importing tensorflow

            https://github.com/carla-simulator/ros-bridge/issues/368

            https://python-forum.io/thread-32297.html

            OS: Linux 5.11.0-43-generic #47~20.04.2-Ubuntu SMP Mon Dec 13 11:06:56 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux

            Python: Python 3.8.10

            g++: g++ (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0

            pybind11: v2.8.1

            C++ Code:

            ...

            ANSWER

            Answered 2022-Jan-15 at 18:07

            There were two problems:

            1. the first parameter of the PYBIND11_MODULE macro must be the same as in the pybind_extension
            2. this environment variable must be set to: PYTHON_BIN_PATH=$(which python3)

            fixed example

            Source https://stackoverflow.com/questions/70489061

            QUESTION

            PostgreSQL: Compare and change values in the same column based on conditions
            Asked 2022-Jan-09 at 14:07

            I have data in the form:

            ...

            ANSWER

            Answered 2022-Jan-09 at 14:07

            Join to itself where the other row is the A/B compliment:

            Source https://stackoverflow.com/questions/70641644

            QUESTION

            How to collapse/pivot multiple pandas columns
            Asked 2021-Dec-10 at 08:36

            In the dataset below,

            ...

            ANSWER

            Answered 2021-Dec-10 at 08:19

            First step isDataFrame.set_index, Create MultiIndex by all columns which are not processing by split and reshape by DataFrame.stack

            Source https://stackoverflow.com/questions/70301341

            QUESTION

            How to improve for loop without getting runtime timeout,
            Asked 2021-Dec-09 at 08:36

            I'm currently working on a project that cross validate 2 sheets with approx 500 loops.

            ROSTER

            First Name Last Name DoB Judith Barragan 4/10/1959 Kelly Benitez 9/14/1993 Martha Bustos 1/12/1960 Robyn Carroll 5/9/1954 Janet Chambers 8/27/1949 Nikki Corso 10/25/1957 Angella Decohen 5/23/1988 Damian Delaney 6/26/1961 Anora Denison 4/14/1998 Cristina Dimatulac 7/28/1959 Mercy Erazo 3/14/1959 Michelle Fanara 11/20/1981 Shannon Feldmann 9/10/1986 Alejandra Frutos-Silva 2/14/1978 Rebecka Aceves 7/14/2007 Jarely Aguilera 6/8/2006 Jasmine Aguillon 1/29/2007 Adriana Alaniz 10/4/2007 Blanca Angel 11/3/2007 Francie Arellano 9/11/2007 Molly Barajas 10/1/2007 Emily Barranco 9/12/2007 Valeria Bata 3/29/2007 Sarahi Cabeza 8/8/2007 Carla Cadena 3/31/2006 Emily Cano 1/25/2007 Janet Canul 4/27/2007 Caitlyn Castaneda 3/26/2007 Jacqueline Castillo 1/22/2007 Melanie Colindres 6/8/2007 Nyah Davis 8/8/2007 Karie Delgadillo 2/10/2007 Gabriela Diaz 6/25/2007 Helen Diaz 8/17/2007 Hailey Duran 5/20/2007 Hazel Flores 9/7/2007 Kiherra Gamboa 10/4/2007 Belen Gonzalez 4/23/2007 Samantha Gonzalez 10/16/2007 Ashlee Palacios 8/31/2006 Naomi Papaqui 5/17/2007 Karely Paxtor 10/21/2006 Michelle Paxtor 10/20/2007 Audra Perez 2/24/2007 Josueline Perez 10/30/2006 Yaretzi Pineda 2/17/2007 Zuleyka Portela 9/10/2007 Jacqueline Prudencio 3/1/2007 Destiny Quiroz 5/10/2007 Kelcey Raiz 5/11/2007 Brianna Ramos 8/15/2007 Neydy Renderos 8/26/2007 Daiman Johnson 3/3/1968 Kimberley Rivas 11/2/2007 Michelle Dominguez 5/15/2005 Marleny Rodriguez 7/29/2007 Maria Roman 5/9/2006 Cristal Solis 9/29/2006 Carmela Torralba 6/28/2007 Dora Vasquez 5/14/2007 Cindy Vega 11/20/2007 Jennifer Velasco 6/30/2006 Chloe Wilson 10/8/2007 Melody Zacarias 5/17/2007 Hazel Zamora 1/27/2007 Kayden Alexander 2/6/2006 Yvette Alvarado 3/30/2006 Damian Delaney 6/26/1961 Kimberly Amezcua 7/14/2006 Kimberly Antonio 5/30/2006 Alicia Aquino 6/15/2006 Samantha Aquino 6/27/2006 Destiny Arauz 6/13/2006 Julissa Arroyo 5/26/2006 Cassandra Ayala 8/18/2006 Samantha Ayala 7/2/2006 Eva Azul 2/6/2006 Stacey Bacelis 4/4/2006 America Baires 7/17/2006 Ashley Barajas 6/10/2005 Janet Barrera 10/14/2005 Alisa Benitez 5/26/2006 Sara Bolanos-Mejia 1/12/2006 Ashley Mendez 6/22/2006 Ana Carvente 7/12/2006 Mia Castellanos 6/19/2006 Rosalma Cebreros 3/3/2006 Yosselin Celis 5/25/2005 Jacqueline Lucero 9/2/1974 Evelyn Chamu 1/30/2006 Nataly Chavez 2/27/2006 Juliana Coeto 10/4/2005 Shesith Covarrubias 12/8/2005 Ashley Cruz 7/20/2006 Erin Dakers 8/2/2007 Claudia Lopez 6/16/2007 Cristina Diaz 10/13/2005 Zoe Dighero 4/11/2006 Kaylynn Domingo 10/4/2006 Celeste Dominguez 6/1/2006 Lizzy Escobar 12/14/2005 Lilian Escorza 12/23/2005

            REGISTRATION

            First Name Last Name DoB Jacqueline Lucero 9/2/1974 Ashley Mendez 6/22/2006 Hyobe Namkoong 6/19/2007 Hetzabel Sanchez 4/13/2005 cristal solis 9/29/2006 Briseida Lopez 5/22/2005 Daiman Johnson 3/3/1968 Kayleen Vasquez 12/9/2003 Ashley Aguilar 12/9/2003 Damian Delaney 6/26/1961 Michelle Dominguez 5/15/2005 Martha Bustos 1/12/1960 Jaqueline Granadino 9/6/2004 jacqueline granadino 9/6/2004 Jacqueline granadino 9/6/2004 Maria Gutierrez 11/30/2006 Claudia Lopez 6/16/2007 Kelly Benitez 9/14/1993 Kelly Benitez 9/14/1993

            RESULT

            First Name Last Name DoB Start Code Jacqueline Lucero 9/2/1974 1980001 Ashley Mendez 6/22/2006 1980002 Cristal Solis 9/29/2006 1980003 Daiman Johnson 3/3/1968 1980004 Damian Delaney 6/26/1961 1980005 Michelle Dominguez 5/15/2005 1980006 Martha Bustos 1/12/1960 1980007 Claudia Lopez 6/16/2007 1980008 Kelly Benitez 9/14/1993 1980009

            Sample Data Sheet my problem is that my script sometimes getting run-time timeout. I am seeing map function but I'm not sure if it's applicable for my current problem.

            here are my sheets that is included in my script. sheets are roster, form responses 1, reference, result. roster and registration tab have common columns (First name, Last Name, Date of Birth)

            ...

            ANSWER

            Answered 2021-Dec-09 at 05:24

            You could process all the "Roster" data in batches by keeping track of the last row that you have processed with PropertiesService

            Source https://stackoverflow.com/questions/70284204

            QUESTION

            How to speed up nested for loop in apps script
            Asked 2021-Dec-09 at 06:19

            I'm currently working on a project that cross validate 2 sheets with approx 500 loops.

            ROSTER

            First Name Last Name DoB Judith Barragan 4/10/1959 Kelly Benitez 9/14/1993 Martha Bustos 1/12/1960 Robyn Carroll 5/9/1954 Janet Chambers 8/27/1949 Nikki Corso 10/25/1957 Angella Decohen 5/23/1988 Damian Delaney 6/26/1961 Anora Denison 4/14/1998 Cristina Dimatulac 7/28/1959 Mercy Erazo 3/14/1959 Michelle Fanara 11/20/1981 Shannon Feldmann 9/10/1986 Alejandra Frutos-Silva 2/14/1978 Rebecka Aceves 7/14/2007 Jarely Aguilera 6/8/2006 Jasmine Aguillon 1/29/2007 Adriana Alaniz 10/4/2007 Blanca Angel 11/3/2007 Francie Arellano 9/11/2007 Molly Barajas 10/1/2007 Emily Barranco 9/12/2007 Valeria Bata 3/29/2007 Sarahi Cabeza 8/8/2007 Carla Cadena 3/31/2006 Emily Cano 1/25/2007 Janet Canul 4/27/2007 Caitlyn Castaneda 3/26/2007 Jacqueline Castillo 1/22/2007 Melanie Colindres 6/8/2007 Nyah Davis 8/8/2007 Karie Delgadillo 2/10/2007 Gabriela Diaz 6/25/2007 Helen Diaz 8/17/2007 Hailey Duran 5/20/2007 Hazel Flores 9/7/2007 Kiherra Gamboa 10/4/2007 Belen Gonzalez 4/23/2007 Samantha Gonzalez 10/16/2007 Ashlee Palacios 8/31/2006 Naomi Papaqui 5/17/2007 Karely Paxtor 10/21/2006 Michelle Paxtor 10/20/2007 Audra Perez 2/24/2007 Josueline Perez 10/30/2006 Yaretzi Pineda 2/17/2007 Zuleyka Portela 9/10/2007 Jacqueline Prudencio 3/1/2007 Destiny Quiroz 5/10/2007 Kelcey Raiz 5/11/2007 Brianna Ramos 8/15/2007 Neydy Renderos 8/26/2007 Daiman Johnson 3/3/1968 Kimberley Rivas 11/2/2007 Michelle Dominguez 5/15/2005 Marleny Rodriguez 7/29/2007 Maria Roman 5/9/2006 Cristal Solis 9/29/2006 Carmela Torralba 6/28/2007 Dora Vasquez 5/14/2007 Cindy Vega 11/20/2007 Jennifer Velasco 6/30/2006 Chloe Wilson 10/8/2007 Melody Zacarias 5/17/2007 Hazel Zamora 1/27/2007 Kayden Alexander 2/6/2006 Yvette Alvarado 3/30/2006 Damian Delaney 6/26/1961 Kimberly Amezcua 7/14/2006 Kimberly Antonio 5/30/2006 Alicia Aquino 6/15/2006 Samantha Aquino 6/27/2006 Destiny Arauz 6/13/2006 Julissa Arroyo 5/26/2006 Cassandra Ayala 8/18/2006 Samantha Ayala 7/2/2006 Eva Azul 2/6/2006 Stacey Bacelis 4/4/2006 America Baires 7/17/2006 Ashley Barajas 6/10/2005 Janet Barrera 10/14/2005 Alisa Benitez 5/26/2006 Sara Bolanos-Mejia 1/12/2006 Ashley Mendez 6/22/2006 Ana Carvente 7/12/2006 Mia Castellanos 6/19/2006 Rosalma Cebreros 3/3/2006 Yosselin Celis 5/25/2005 Jacqueline Lucero 9/2/1974 Evelyn Chamu 1/30/2006 Nataly Chavez 2/27/2006 Juliana Coeto 10/4/2005 Shesith Covarrubias 12/8/2005 Ashley Cruz 7/20/2006 Erin Dakers 8/2/2007 Claudia Lopez 6/16/2007 Cristina Diaz 10/13/2005 Zoe Dighero 4/11/2006 Kaylynn Domingo 10/4/2006 Celeste Dominguez 6/1/2006 Lizzy Escobar 12/14/2005 Lilian Escorza 12/23/2005

            REGISTRATION

            First Name Last Name DoB Jacqueline Lucero 9/2/1974 Ashley Mendez 6/22/2006 Hyobe Namkoong 6/19/2007 Hetzabel Sanchez 4/13/2005 cristal solis 9/29/2006 Briseida Lopez 5/22/2005 Daiman Johnson 3/3/1968 Kayleen Vasquez 12/9/2003 Ashley Aguilar 12/9/2003 Damian Delaney 6/26/1961 Michelle Dominguez 5/15/2005 Martha Bustos 1/12/1960 Jaqueline Granadino 9/6/2004 jacqueline granadino 9/6/2004 Jacqueline granadino 9/6/2004 Maria Gutierrez 11/30/2006 Claudia Lopez 6/16/2007 Kelly Benitez 9/14/1993 Kelly Benitez 9/14/1993

            RESULT

            First Name Last Name DoB Start Code Jacqueline Lucero 9/2/1974 1980001 Ashley Mendez 6/22/2006 1980002 Cristal Solis 9/29/2006 1980003 Daiman Johnson 3/3/1968 1980004 Damian Delaney 6/26/1961 1980005 Michelle Dominguez 5/15/2005 1980006 Martha Bustos 1/12/1960 1980007 Claudia Lopez 6/16/2007 1980008 Kelly Benitez 9/14/1993 1980009

            Sample Data Sheet my problem is that my script sometimes getting run-time timeout. I am seeing map function but I'm not sure if it's applicable for my current problem.

            here are my sheets that is included in my script. sheets are roster, form responses 1, reference, result. roster and registration tab have common columns (First name, Last Name, Date of Birth)

            ...

            ANSWER

            Answered 2021-Dec-09 at 06:19

            You might try something like this:

            Source https://stackoverflow.com/questions/70234897

            QUESTION

            Matplotlib create a Cityscapes_Pallette_Map
            Asked 2021-Dec-07 at 15:08

            I would like to create a Cityscapes_Palette_Map as a "colormap" for my semantic segmentation output.

            The definition of color for each pixel value range from 0 to 22 is as shown in the link.

            I see a lot of example of creating a "continuous" cmap but what I need is "discrete" cmap to map an int pixel value (class) to a specific color. I wonder if anyone can point me to the right reference to solve my problem. Thanks a lot.

            ...

            ANSWER

            Answered 2021-Dec-07 at 15:08

            Welcome to SO.

            Matplotlib still doesn't have an easy way to map integers to colors. Usually, the most straightforward way is to simply apply the mapping outside of matplotlib and then pass the color values to matplotlib.

            Source https://stackoverflow.com/questions/70255140

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

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            pip install carla

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            gh repo clone carla-simulator/carla

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