No version for distro humble showing github. Known supported distros are highlighted in the buttons above.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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

Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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.
Package symbol

easy_perception_deployment package from easy_perception_deployment repo

easy_perception_deployment epd_msgs

ROS Distro
github

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

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