Comments (5)
You can also do:
cmake -DWITH_TORCH=ON -DWITH_PYTHON=ON -DTorch_DIR=/home/lun/libtorch/share/cmake/Torch ..
to avoid hard-coding it in the CMakeLists.txt
.
The cmake status shows that torch is detected, so if rtabmap builds succesfully, it should have it.
After build is complted, you must install sudo make install
. It seems rtabmap --version
is not your version you just built, but the one from the binaries. I suggest also to uninstall the binaries, as you will also need to rebuild rtabmap_ros from source:
# uninstall binaries
sudo apt remove ros-$ROS_DISTRO-rtabmap*
# install rtabmap with torch support
cd rtabmap/build
cmake -DWITH_TORCH=ON -DWITH_PYTHON=ON -DTorch_DIR=/home/lun/libtorch/share/cmake/Torch ..
make -j6
sudo make install
# install rtabmap_ros with local rtabmap version:
cd ~/catkin_ws
git clone https://github.com/introlab/rtabmap_ros.git src/rtabmap_ros
catkin_make -j4
from rtabmap.
Yes, you can run without docker, but you will need to install cuda + pytorch (from source), then build rtabmap library with libtorch (for superpoint) and python (for superglue) support (cmake -DWITH_TORCH=ON -DWITH_PYTHON=ON ..
).
from rtabmap.
i change CMakeList.txt in rtabmap
such as this :
IF(WITH_TORCH)
set(Torch_DIR /home/lun/libtorch/share/cmake/Torch)
FIND_PACKAGE(Torch REQUIRED)
IF(TORCH_FOUND)
MESSAGE(STATUS "Found Torch: ${TORCH_INCLUDE_DIRS}")
ENDIF(TORCH_FOUND)
ENDIF(WITH_TORCH)
and it find !!!
but when i run
roslaunch rtabmap_launch rtabmap.launch args:="-d
--SuperPoint/ModelPath /home/lun/rtabmap/archive/2022-IlluminationInvariant/scripts/superpoint_v1.pt
--SuperGlue/Path /home/lun/rtabmap/archive/2022-IlluminationInvariant/scripts/SuperGluePretrainedNetwork/demo_superglue.py
--Reg/RepeatOnce false
--Vis/CorGuessWinSize 0
--Kp/DetectorStrategy 11
--Vis/FeatureType 11
--Mem/UseOdomFeatures false
--Vis/CorNNType 6"
approx_sync:=false
it still display
Features2d.cpp:594::create() SupertPoint Torch feature cannot be used as RTAB-Map is not built with the option enabled. GFTT/ORB is used instead.
WTF?!!
from rtabmap.
cmake -DWITH_TORCH=ON -DWITH_PYTHON=ON ..
-- PCL definitions don't contain "-march=native", make sure all libraries using Eigen are also compiled without that flag to avoid some segmentation faults (with gdb referring to some Eigen functions).
-- Found Sqlite3: /usr/include /usr/lib/x86_64-linux-gnu/libsqlite3.so
-- Found OpenMP: /usr/lib/gcc/x86_64-linux-gnu/9/libgomp.so;/usr/lib/x86_64-linux-gnu/libpthread.so
-- Add PCL_OMP to definitions
-- Found OpenCV: /usr/include/opencv4
-- Found PCL: /usr/include/pcl-1.10;/usr/include/eigen3;/usr/include;/usr/include/ni;/usr/include/vtk-7.1;/usr/include/freetype2;/usr/include/x86_64-linux-gnu
-- Found ZLIB: /usr/include
-- VTK_RENDERING_BACKEND=OpenGL2
-- Caffe2: CUDA detected: 12.2
-- Caffe2: CUDA nvcc is: /usr/local/cuda/bin/nvcc
-- Caffe2: CUDA toolkit directory: /usr/local/cuda
-- Caffe2: Header version is: 12.2
-- /usr/local/cuda/lib64/libnvrtc.so shorthash is 79a3de5a
-- USE_CUDNN is set to 0. Compiling without cuDNN support
-- USE_CUSPARSELT is set to 0. Compiling without cuSPARSELt support
-- Autodetected CUDA architecture(s): 8.6
-- Added CUDA NVCC flags for: -gencode;arch=compute_86,code=sm_86
-- Found Torch: /home/lun/libtorch/include;/home/lun/libtorch/include/torch/csrc/api/include
-- Found Python3
-- Found pybind11: /opt/ros/noetic/include (found version "2.10.3")
-- Found OpenNI2: /usr/include/openni2
-- Found DC1394: /usr/include/dc1394
-- Found g2o (targets)
-- g2o include dir: /opt/ros/noetic/include
-- Old g2o factory version detected without shared ptr (factory file: /opt/ros/noetic/include/g2o/core/factory.h).
-- GTSAM include directory: /opt/ros/noetic/lib/cmake/GTSAM/../../../include
-- FlyCapture2_INCLUDE_DIR=FlyCapture2_INCLUDE_DIR-NOTFOUND
-- FlyCapture2_LIBRARY=FlyCapture2_LIBRARY-NOTFOUND
-- Triclops_INCLUDE_DIR=Triclops_INCLUDE_DIR-NOTFOUND
-- Triclops_LIBRARY=Triclops_LIBRARY-NOTFOUND
-- FlyCaptureBridge_LIBRARY=FlyCaptureBridge_LIBRARY-NOTFOUND
-- Found Boost: /usr/include (found version "1.71.0") found components: thread filesystem system program_options date_time chrono atomic
-- Found libpointmatcher: /opt/ros/noetic/include;/usr/include/eigen3
-- Found Boost: /usr/include (found version "1.71.0") found components: thread filesystem system program_options date_time chrono timer serialization atomic
-- Found RealSense2:
-- Found octomap 1.9.8: /opt/ros/noetic/include
-- Found grid_map_core 1.6.4: /opt/ros/noetic/include;/usr/include/eigen3
-- Architecture: x86_64
-- Found Pthreads
-- --------------------------------------------
-- Info :
-- RTAB-Map Version = 0.21.4
-- CMAKE_VERSION = 3.28.3
-- CMAKE_INSTALL_PREFIX = /usr/local
-- CMAKE_BUILD_TYPE = Release
-- CMAKE_INSTALL_LIBDIR = lib
-- BUILD_APP = ON
-- BUILD_TOOLS = ON
-- BUILD_EXAMPLES = ON
-- BUILD_SHARED_LIBS = ON
-- CMAKE_CXX_FLAGS = -fmessage-length=0 -fopenmp -std=c++17
-- FLANN_KDTREE_MEM_OPT = OFF
-- PCL_DEFINITIONS = -DDISABLE_OPENNI2;-DDISABLE_PCAP;-DDISABLE_PNG;-DDISABLE_LIBUSB_1_0
-- PCL_VERSION = 1.10.0
--
-- Optional dependencies ('*' affects some default parameters) :
-- *With OpenCV 4.2.0 xfeatures2d = NO, nonfree = NO (License: BSD)
-- With Qt 5.12.8 = YES (License: Open Source or Commercial)
-- With VTK 7.1 = YES (License: BSD)
-- With external SQLite3 = YES (License: Public Domain)
-- With ORB OcTree = YES (License: GPLv3)
-- With SupertPoint = YES (License: GPLv3) libtorch=2.2.0
-- With Python3.8 = YES (License: PSF)
-- With Madgwick = YES (License: GPL)
-- With FastCV = NO (FastCV not found)
-- With PDAL = NO (PDAL not found)
--
-- Solvers:
-- With TORO = YES (License: Creative Commons [Attribution-NonCommercial-ShareAlike])
-- *With g2o 1.0.0 = YES (License: BSD)
-- *With GTSAM 4.2.0 = YES (License: BSD)
-- *With Ceres = NO (WITH_CERES=OFF)
-- With MRPT = NO (MRPT not found)
-- With VERTIGO = YES (License: GPLv3)
-- With cvsba = NO (WITH_CVSBA=OFF)
-- *With libpointmatcher 1.3.1 = YES (License: BSD)
-- With CCCoreLib = NO (WITH_CCCORELIB=OFF)
-- With Open3D = NO (WITH_OPEN3D=OFF)
-- With OpenGV = NO (OpenGV not found)
--
-- Reconstruction Approaches:
-- With OctoMap 1.9.8 = YES (License: BSD)
-- With GridMap 1.6.4 = YES (License: BSD)
-- With CPUTSDF = NO (WITH_CPUTSDF=OFF)
-- With OpenChisel = NO (WITH_OPENCHISEL=OFF)
-- With AliceVision = NO (WITH_ALICE_VISION=OFF)
--
-- Camera Drivers:
-- With Freenect = NO (libfreenect not found)
-- With OpenNI2 = YES (License: Apache v2)
-- With Freenect2 = NO (libfreenect2 not found)
-- With Kinect for Windows 2 = NO (Kinect for Windows 2 SDK not found)
-- With Kinect for Azure = NO (Kinect for Azure SDK not found)
-- With dc1394 = YES (License: LGPL)
-- With FlyCapture2/Triclops = NO (Point Grey SDK not found)
-- With ZED = NO (ZED sdk and/or cuda not found)
-- With ZEDOC = NO (ZED Open Capture not found)
-- With RealSense = NO (librealsense not found)
-- With RealSense2 2.50.0 = YES (License: Apache-2)
-- With MyntEyeS = NO (mynteye s sdk not found)
-- With DepthAI = NO (WITH_DEPTHAI=OFF)
--
-- Odometry Approaches:
-- With loam_velodyne = NO (WITH_LOAM=OFF)
-- With floam = NO (WITH_FLOAM=OFF)
-- With libfovis = NO (WITH_FOVIS=OFF)
-- With libviso2 = NO (WITH_VISO2=OFF)
-- With dvo_core = NO (WITH_DVO=OFF)
-- With okvis = NO (WITH_OKVIS=OFF)
-- With msckf_vio = NO (WITH_MSCKF_VIO=OFF)
-- With VINS-Fusion = NO (WITH_VINS=OFF)
-- With OpenVINS = NO (WITH_OPENVINS=OFF)
-- With ORB_SLAM = NO (WITH_ORB_SLAM=OFF)
-- Show all options with: cmake -LA | grep WITH_
-- --------------------------------------------
-- Configuring done (2.7s)
-- Generating done (0.4s)
-- Build files have been written to: /home/lun/rtabmap/build
from rtabmap.
rtabmap --version
without everything that i had do
RTAB-Map: 0.21.3
PCL: 1.10.0
With VTK: 7.1.1
OpenCV: 4.2.0
With OpenCV xfeatures2d: false
With OpenCV nonfree: false
With ORB OcTree: true
With SuperPoint Torch: false
With Python3: false
With FastCV: false
With OpenGV: false
With Madgwick: true
With PDAL: false
With TORO: true
With g2o: true
With GTSAM: true
With Vertigo: true
With CVSBA: false
With Ceres: false
With OpenNI2: true
With Freenect: false
With Freenect2: false
With K4W2: false
With K4A: false
With DC1394: true
With FlyCapture2: false
With ZED: false
With ZED Open Capture: false
With RealSense: false
With RealSense SLAM: false
With RealSense2: false
With MYNT EYE S: false
With DepthAI: false
With libpointmatcher: true
With CCCoreLib: false
With OctoMap: true
With GridMap: true
With cpu-tsdf: false
With open chisel: false
With Alice Vision: false
With LOAM: false
With FLOAM: false
With FOVIS: false
With Viso2: false
With DVO: false
With ORB_SLAM: false
With OKVIS: false
With MSCKF_VIO: false
With VINS-Fusion: false
With OpenVINS: false
from rtabmap.
@matlabbe I got superpoint to build with rtabmap, but not Python3( current version installed is 3.8.1) is getting recognized, I have hardcoded cmake file for now to find torch folder.
colcon build --symlink-install --cmake-args -DCMAKE_BUILD_TYPE=Release -DWITH_TORCH=ON -DWITH_PYTHON=ON
But everything is working as intended based on the weights generated for my version.
from rtabmap.
Related Issues (20)
- Build error with ceres 2.2
- Adding another contraints HOT 1
- rtabmap.db database file HOT 4
- Error launching v0.21.4 on M1 Mac Ventura HOT 1
- PyDetector not compatible with Vis/MaxFeatures or Kp/MaxFeatures parameters
- Dataset Download Shows 404 Error HOT 1
- Landmarks ignores will cause crashing in optimizer HOT 3
- IMU + RGBD image drift HOT 5
- use image filter replace original color image but not work! anyone can help me !!!!! thanks! HOT 11
- rtabmap with image filter topic problem HOT 1
- expected type-specifier before ‘OdometryORBSLAM’ : ORBSLAM2 RTAB-MAP. HOT 9
- how to SLAM on ceiling, anyone can help me ?? thank you so much QAQ ~ HOT 2
- Error while running HOT 1
- G2o Fatal error for optimizeBA() HOT 5
- rtabmap parameter problem in 0.21.4 HOT 2
- how to change 2d map when i navigate from 1f to 2f HOT 4
- Empty Gridmap and Octomap with recent integration of Gridmap HOT 2
- Received IMU doesn't have orientation set! It is ignored HOT 2
- many nodes are not optimized (negative weight) after mapping HOT 1
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from rtabmap.