No version for distro humble showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro jazzy showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro kilted showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro rolling showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro galactic showing github. Known supported distros are highlighted in the buttons above.
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easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro iron showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro melodic showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged easy_perception_deployment at Robotics Stack Exchange
No version for distro noetic showing github. Known supported distros are highlighted in the buttons above.
![]() |
easy_perception_deployment package from easy_perception_deployment repoeasy_perception_deployment epd_msgs |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_CMAKE |
Use | RECOMMENDED |
Repository Summary
Description | A ROS2 package that accelerates the training and deployment of CV models for industries. |
Checkout URI | https://github.com/ros-industrial/easy_perception_deployment.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2025-06-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
A ROS2 package that accelerates the training and deployment of CV models in industries
Additional Links
No additional links.
Maintainers
- rosi
Authors
No additional authors.
README
No README found.
See repository README.
CHANGELOG
Changelog for package easy_perception_deployment
0.0.2 (2022-07-30)
- Updated copyright date in root LICENSE file.
- Included CHANGELOG.rst in easy_perception_deployment ROS2 package.
- Introduced hotfix for faulty Input Image Topic for Register Topic GUI feature.
- Contributor(s): Bey Hao Yun
0.1.0 (2022-07-31)
- Reconfigured Register Topic GUI feature to read from .json file in config folder instead of .launch.py file directly.
- Revamped session_config and use_config parser. easy_perception_deployment now reads config/usecase_config.json as well as config/session_config.json for more robust session configuration.
- Contributor(s): Bey Hao Yun
0.1.1 (2022-08-01)
- Fixed faulty usecase_config.json reading within usecase_config.hpp.
- Updated generateCountClassNames() in usecase_config.hpp to json parsing.
- Fixed wrong if conditions for parsing incoming Use Case integer in Deploy.py.
- Contributor(s): Bey Hao Yun
0.2.0 (2022-08-05)
- Removed all instances of infer_visualizes from P2OrtBase and P3OrtBase classes.
- Modified Visualize workflows for all Precision Levels and Use Case configuration to use infer_action.
- Renamed all instances of infer_action to infer.
- Removed debug statement printing onnx_model_path from epd_container.cpp.
- Transferred detection results visualization from P2OrtBase and P3OrtBase to EPDContainer class.
- Generified detection results visualization functions to minimize code verbosity.
- Modified default session_config.json.
- Modified default input_image_topic.json.
- Updated unit testing modules under test folder to reflect new infer function calls for P1OrtBase, P2OrtBase and P3OrtBase classes.
- Contributor(s): Bey Hao Yun
0.2.1 (2022-08-06)
- Abstracted instantiation of struct LocalizedObject in usecase_config.hpp. Reduced code verbosity for EPDObjectLocalization to EPDObjectTracking conversion in Localization Visualize workflow.
- Contributor(s): Bey Hao Yun
0.2.2 (2022-08-09)
- Modified CMake-based check for CUDA installation to set USE_GPU flag.
- Included python script within scripts folder to allow for session and use-case configuration via commandline/terminal.
- Included unit-testing as well as additional Continuous Integration component as CLI_CI.
- Contributor(s): Bey Hao Yun
0.2.3 (2022-08-12)
- Included extant EPD GUI unit-testing as well as additional Continuous Integration component as GUI_CI.
- Improved yaml parser in P2Trainer.py and P3Trainer.py.
- Contributor(s): Bey Hao Yun
0.3.0 (2022-08-19)
- Integrated dockerized workflow for P3TrainFarm and P3Exporter.
- Integrated dockerized workflow for P2TrainFarm and P2Exporter.
- Deprecated Precision Level 1 training and deployment features due to lack of reported use. This removal will help reduce software bloat and accelerate GUI deployment.
- Added GUI feature to edit MAX_ITER, TEST_PERIOD, CHECKPOINT_PERIOD, STEPS parameters for maskrcnn_training, fasterrcnn_training yaml files. This allows condensed testing as well as higher customizability in training.
- Included CLI feature to edit input_image_topic.
- Revamped GUI icons for better UI appearance.
- Removed deprecated gui.png. Desktop icon is replaced with epd_desktop.png.
- Removed "Use Case =" label in Deploy GUI window. Lengthened Visualize/Action toggle for neater UI appearance.
- Added custom_dataset image collation with test label_list for GPU local reproducible unit-testing.
- Contributor(s): Bey Hao Yun
0.3.1 (2022-08-20)
- Added utilty bash script to allow users to purge all trainer/exporter related files, folders, docker images and containers.
- Fix for potential faulty default p3_train_verification.json and p2_train_verification.json.
File truncated at 100 lines see the full file
Package Dependencies
Deps | Name |
---|---|
cv_bridge | |
pcl_conversions | |
epd_msgs | |
epd_onnxruntime_vendor | |
tf2 | |
ament_cmake | |
ament_lint_auto | |
ament_lint_common | |
ament_cmake_gtest | |
rclcpp | |
std_msgs | |
sensor_msgs |
System Dependencies
Name |
---|
libopencv-dev |
Dependant Packages
No known dependants.
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.