How to Install Caffe for ENet

1. Complete the pre-requisites.

2. Clone ENet:

cd ~
git clone --recursive https://github.com/TimoSaemann/ENet.git
cd ENet/caffe-enet

1. Compile the ENet fork of Caffe using Make (Don’t use CMake to compile Caffe). Create Makefile.config from Makefile.config.example and setup your paths as indicated in http://caffe.berkeleyvision.org/installation.html#compilation.

make && make distribute

1. Download pre-trained models as provided in https://github.com/TimoSaemann/ENet/tree/master/Tutorial#kick-start, or use your own.

If you didn’t install ENet Caffe in ENet in your home directory for some reason, modify the Autoware ENet’s node CMakeLists.txt and point the paths to match your system.

Once compiled, run from the terminal:

% roslaunch image_segmenter image_segmenter_enet.launch

Remember to modify the launch file located at computing/perception/detection/packages/image_segmenter/launch/image_segmenter_enet.launch and configure the network configuration file, the pre-trained models, and the LUT file.

Changelog for package image_segmenter

1.11.0 (2019-03-21)

• [fix] Install commands for all the packages (#1861)
  • Initial fixes to detection, sensing, semantics and utils
  • fixing wrong filename on install command
  • Fixes to install commands
  • Hokuyo fix name
  • Fix obj db
  • Obj db include fixes
  • End of final cleaning sweep
  • Incorrect command order in runtime manager
  • Param tempfile not required by runtime_manager
  • • Fixes to runtime manager install commands
  • Remove devel directory from catkin, if any
  • Updated launch files for robosense
  • Updated robosense
  • Fix/add missing install (#1977)
  • Added launch install to lidar_kf_contour_track
  • Added install to op_global_planner
  • Added install to way_planner
  • Added install to op_local_planner
  • Added install to op_simulation_package
  • Added install to op_utilities
  • Added install to sync
  • • Improved installation script for pointgrey packages
  • Fixed nodelet error for gmsl cameras
  • USe install space in catkin as well
  • add install to catkin
  • Fix install directives (#1990)
  • Fixed installation path
  • Fixed params installation path
  • Fixed cfg installation path
  • Delete cache on colcon_release
• Fix license notice in corresponding package.xml
• Contributors: Abraham Monrroy Cano, amc-nu

1.10.0 (2019-01-17)

• Use colcon as the build tool (#1704)
  • Switch to colcon as the build tool instead of catkin
  • Added cmake-target
  • Added note about the second colcon call
  • Added warning about catkin* scripts being deprecated
  • Fix COLCON_OPTS
  • Added install targets
  • Update Docker image tags
  • Message packages fixes
  • Fix missing dependency
• Fix Ros/ROS naming convention
• Contributors: Esteve Fernandez

1.9.1 (2018-11-06)

1.9.0 (2018-10-31)

1.8.0 (2018-08-31)

• [Fix] Moved C++11 flag to autoware_build_flags (#1395)
• [Feature] Makes sure that all binaries have their dependencies linked (#1385)
• Contributors: Esteve Fernandez

1.7.0 (2018-05-18)

• Add code in cmakelists
• update Version from 1.6.3 to 1.7.0 in package.xml and CHANGELOG.rst
• Modify package xml version other than 1.6.3
• [Fix] rename packages (#1269)
  • rename lidar_tracker
  • Modify pf_lidar_track's cmake file
  • Refactor code
  • Rename from euclidean_lidar_tracker to lidar_euclidean_track
  • Rename from kf_contour_track to lidar_kf_contour_track
  • Rename from kf_lidar_track to lidar_kf_track, but need some modification in euclidean cluster(Cluster.h)
  • Rename from pf_lidar_tarck to lidar_pf_track
  • Rename range_fusion
  • Rename obj_reproj
  • Rename euclidean_cluster to lidar_euclidean_cluster_detect
  • Rename svm_lidar_detect to lidar_svm_detect
  • Rename kf_lidar_track to lidar_kf_track
  • Change version 1.6.3 to 1.7.0 in pacakge.xml
  • Modify CMake so that extrenal header would be loaded
  • Remove obj_reproj from cv_tracker
  • Add interface.yaml
  • Rename road_wizard to trafficlight_recognizer
  • create common directory
  • Add lidar_imm_ukf_pda_track
  • create vision_detector and moved cv
  • Modify interface.yaml and package.xml
  • remove dpm_ocv
  • moved directory
  • Delete unnecessary launch file
  • Delete rcnn related file and code
  • separated dummy_track from cv_tracker
  • separated klt_track from cv_tracker
  • Fix a cmake
  • Remove unnecessary dependency of lidar_euclidean_cluster_detect package
  • Rename image_segmenter to vision_segment_enet_detect
  • Remove unnecessary dependency of lidar_svm_detect package
  • separated kf_track and fix a some compiling issue
  • move viewers
  • merge ndt_localizer and icp_localizer, and rename to lidar_localizer
  • Remove unnecessary dependency of lidar_euclidean_track
  • moved image lib
  • add launch
  • lib move under lidar_tracker
  • Rename dpm_ttic to vision_dpm_ttic_detect
  • rename yolo3detector to vision_yolo3_detect
  • Modify cmake and package.xml in vision_dpm_ttic_detect
  • moved sourcefiles into nodes dir
  • moved sourcefiles into nodes dir
  • Move cv_tracker/data folder and delete cv_tracker/model folder
  • fix a package file and cmake
  • Rename yolo2 -> vision_yolo2_detect
  • fix a package file and cmake
  • Fix package name of launch file
  • Rename ssd to vision_ssd_detect
  • fixed cmake and package for decerese dependencies
  • remove top packages dir for detection
  • fixed cmake for cuda
  • Rename lane_detector to vision_lane_detect
  • Modify package.xml in lidar-related packages
  • Remove unnecessary dependencies in lidar_detector and lidar_tracker
  • Modify computing.yaml for dpm_ttic
  • Modify dpm_ttic launch file
  • Remove/Add dependencies to trafficlight_recognizer
  • Update data folder in dpm_ttic
  • Modified CMake and package file in dpm_ttic.
  • Remove src dir in imm_ukf_pda_track
  • removed unnecessary comments
  • rename lidar_tracker
  • Modify pf_lidar_track's cmake file
  • Refactor code
  • Rename from euclidean_lidar_tracker to lidar_euclidean_track
  • Rename from kf_contour_track to lidar_kf_contour_track
  • Rename from kf_lidar_track to lidar_kf_track, but need some modification in euclidean cluster(Cluster.h)
  • Rename from pf_lidar_tarck to lidar_pf_track
  • Rename range_fusion
  • Rename obj_reproj
  • Rename road_wizard to trafficlight_recognizer
  • Rename euclidean_cluster to lidar_euclidean_cluster_detect
  • Rename svm_lidar_detect to lidar_svm_detect
  • Rename kf_lidar_track to lidar_kf_track
  • Change version 1.6.3 to 1.7.0 in pacakge.xml
  • Modify CMake so that extrenal header would be loaded
  • Remove obj_reproj from cv_tracker
  • Add interface.yaml
  • create common directory
  • Add lidar_imm_ukf_pda_track
  • create vision_detector and moved cv
  • Modify interface.yaml and package.xml
  • remove dpm_ocv
  • moved directory
  • Delete unnecessary launch file
  • Delete rcnn related file and code
  • separated dummy_track from cv_tracker
  • separated klt_track from cv_tracker
  • Fix a cmake
  • Remove unnecessary dependency of lidar_euclidean_cluster_detect package
  • Rename image_segmenter to vision_segment_enet_detect
  • Remove unnecessary dependency of lidar_svm_detect package
  • separated kf_track and fix a some compiling issue
  • move viewers
  • merge ndt_localizer and icp_localizer, and rename to lidar_localizer
  • Remove unnecessary dependency of lidar_euclidean_track
  • moved image lib
  • add launch
  • lib move under lidar_tracker
  • Rename dpm_ttic to vision_dpm_ttic_detect
  • rename yolo3detector to vision_yolo3_detect
  • Modify cmake and package.xml in vision_dpm_ttic_detect
  • moved sourcefiles into nodes dir
  • moved sourcefiles into nodes dir
  • Move cv_tracker/data folder and delete cv_tracker/model folder
  • fix a package file and cmake
  • Rename yolo2 -> vision_yolo2_detect
  • fix a package file and cmake
  • Fix package name of launch file
  • Rename ssd to vision_ssd_detect
  • fixed cmake and package for decerese dependencies
  • remove top packages dir for detection
  • fixed cmake for cuda
  • Rename lane_detector to vision_lane_detect
  • Modify package.xml in lidar-related packages
  • Remove unnecessary dependencies in lidar_detector and lidar_tracker
  • Modify computing.yaml for dpm_ttic
  • Modify dpm_ttic launch file
  • Remove/Add dependencies to trafficlight_recognizer
  • Update data folder in dpm_ttic
  • Modified CMake and package file in dpm_ttic.
  • Remove src dir in imm_ukf_pda_track
  • Fix bug for not starting run time manager
  • Remove invalid dependency
• Contributors: Kosuke Murakami

1.6.3 (2018-03-06)

1.6.2 (2018-02-27)

• Update CHANGELOG
• Contributors: Yusuke FUJII

1.6.1 (2018-01-20)

• update CHANGELOG
• Contributors: Yusuke FUJII

1.6.0 (2017-12-11)

• Prepare release for 1.6.0
• Contributors: Yamato ANDO

1.5.1 (2017-09-25)

• Release/1.5.1 (#816)
  • fix a build error by gcc version
  • fix build error for older indigo version
  • update changelog for v1.5.1
  • 1.5.1
• Contributors: Yusuke FUJII

1.5.0 (2017-09-21)

• Update changelog
• fix version inconsistency
• Feature/enet image segmenter (#784)
  • Initial Release of ENEt Image Segmenter

  * Node Publishes -segmentation results in /image_segmented -blended result with sensor /image_segmented_blended Added README

  • Removed unused params
  • Added More Instructions to README
  • Added extra instructions

  * Package renamed to image_segmenter Node renamed to image_segmenter_enet

  • Modified package README to reflect updated naming
  • Fixed dependencies
  • Added curly braces to one line ifs
  • Added Further compilation instructions
  • Path in readme file updated
• Contributors: Abraham Monrroy, Yusuke FUJII

1.4.0 (2017-08-04)

1.3.1 (2017-07-16)

1.3.0 (2017-07-14)

1.2.0 (2017-06-07)

1.1.2 (2017-02-27 23:10)

1.1.1 (2017-02-27 22:25)

1.1.0 (2017-02-24)

1.0.1 (2017-01-14)

1.0.0 (2016-12-22)