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tf_detection_py package from ros2-tensorflow reporos2_tensorflow ros2_tf_core tf_classification_py tf_detection_py tf_interfaces |
Package Summary
Tags | No category tags. |
Version | 0.1.0 |
License | Apache License 2.0 |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Checkout URI | https://github.com/alsora/ros2-tensorflow.git |
VCS Type | git |
VCS Version | master |
Last Updated | 2021-03-21 |
Dev Status | UNMAINTAINED |
CI status | No Continuous Integration |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (0)
Good First Issues (0) Pull Requests to Review (0) |
Package Description
Python nodes for image detection tasks using Tensorflow
Additional Links
No additional links.
Maintainers
- Alberto Soragna
Authors
- Alberto Soragna
README
No README found.
See repository README.
CHANGELOG
Changelog for package tf_detection_py
0.1.0 (2020-06-21)
- rename ros2_tensorflow package to ros2_tf_core
- add cropped image to detections msg
- add face detection example
- add filtering function intersection over area use it to remove overlapping bounding boxes with same class
- add support for object detection masks
- download images for simple tests instead of using hardcoded paths
- add support for saved models in tf_detection_py
- store tensorflow network output in dictionary format
- use ros params in tf nodes
- unify server and subscriber examples
- create examples directories under tf_classification_py and tf_detection_py
- create method for publishing vision info in base class TensorflowNode
- remove hardcoded tensorflow model names and create TensorflowModel wrapper class
- simplify location of tensorflow object detection library, assuming that it's in the pythonpath
- create publisher for vision info msg in tf nodes
- use int instead of strings for vision_msgs id filed the message use a string in master branch, but an int in the eloquent release
- add copyright notice to files
- use vision_msgs detection2darray in detection node
- move load frozen model function to utility file
- use provided function for creating category index
- fix opencv dependency in package.xml files
- use ros time instead of datetime in nodes
- remove unused import and typographic cleanup
- fix wrong tensorflow key in package xml files (#1)
- updated the whole repo use ubuntu 18.04, tensorflow 2.0 and ros2 eloquent
- Contributors: Soragna, Alberto
Wiki Tutorials
This package does not provide any links to tutorials in it's rosindex metadata.
You can check on the ROS Wiki Tutorials page for the package.
Package Dependencies
Deps | Name |
---|---|
rclpy | |
sensor_msgs | |
vision_msgs | |
tf_interfaces | |
ros2_tf_core | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Dependant Packages
Name | Deps |
---|---|
ros2_tensorflow | |
ros2_tensorflow |
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged tf_detection_py at Robotics Stack Exchange
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