![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |
Dependant Packages
Launch files
Messages
Services
Plugins
Recent questions tagged ros2_east at Robotics Stack Exchange
![]() |
ros2_east package from ros2_torch2trt_examples reporos2_east ros2_monocular_depth |
ROS Distro
|
Package Summary
Tags | No category tags. |
Version | 0.0.0 |
License | TODO: License declaration |
Build type | AMENT_PYTHON |
Use | RECOMMENDED |
Repository Summary
Description | ros2 packages for torch2trt examples |
Checkout URI | https://github.com/nvidia-ai-iot/ros2_torch2trt_examples.git |
VCS Type | git |
VCS Version | main |
Last Updated | 2021-05-24 |
Dev Status | UNKNOWN |
Released | UNRELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Additional Links
Maintainers
- ak-nv
Authors
ros2_east
The repository contains ROS2 package for EAST: An Efficient and Accurate Scene Text Detector.
Package outputs:
- Text Detection on input image
Requirements
- ROS2 Eloquent
- torch2trt
Build
- Clone repository under ros2 workspace
$ cd ros2_ws/src/
$ git clone <repo name>
- Install requirements using
rosdep
``` $ rosdep install –from-paths src –ignore-src –rosdistro eloquent -y
- torch2trt related model file updates <br/>
- Clone the EAST repository<br/>
$ cd ros2_ws/src/ros2_east/ros2_east
$ git clone https://github.com/SakuraRiven/EAST
- To resolve a relative path from EAST model file, modify the following lines https://github.com/SakuraRiven/EAST/blob/master/model.py#L67 to read<br/>
+ vgg16_bn.load_state_dict(torch.load(os.getenv("HOME")+'/pths/vgg16_bn-6c64b313.pth'))
(You also need to
```import os
```)
- Download the EAST small model weights into
```${HOME}/pths
``` as instructed in EAST Github repository.<br/>
- Build and install `ros2_east` package <br/>
$ colcon build $ source install/local_setup.sh
## Run
- Change Power Mode for Jetson
``` sudo nvpmodel -m2
``` (for Jetson Xavier NX) <br/>
``` sudo nvpmodel -m0
``` (for Jetson Xavier and Jetson Nano) <br/>
- Input Images are captured using
```image_tools
``` package <br/>
``` ros2 run image_tools cam2image
- Run
ros2_east
node
$ ros2 run ros2_east text_detection
Other related work
Package Dependencies
Deps | Name |
---|---|
image_tools | |
ament_copyright | |
ament_flake8 | |
ament_pep257 |
System Dependencies
Name |
---|
python3-pytest |