updated readme
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README.md
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README.md
@ -12,10 +12,68 @@ How to install dependencies??
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This section explains what each module is responsible for.
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This section explains what each module is responsible for.
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## pipe_msgs
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## pipe_msgs
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This module contains ros msgs for storing information about the detected object's bounding box.
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```
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$ cd ros2_ws/
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$ colcon build --packages-select pipe_msgs
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$ . install/setup.bash
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```
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To check if msgs are built properly, run following command
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```
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$ ros2 interface show pipe_msgs/msg/BoundingBox
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The output will be:
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float64 probability
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int64 xmin
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int64 ymin
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int64 xmax
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int64 ymax
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int16 id
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string class_id
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```
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## find-pose
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## find-pose
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This ROS module is responsible for determining the position of the detected objects.
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The following input/ros topics are needed:
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- /rgb_img: RGB Image topic
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- /camera_info: Camera calibration parameters topic
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- /depth_img: Aligned depth image topic (aligned with rgb image)
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- /bboxes: Bounding box of each detected object. (Comes from yolov3 detection module)
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Output:
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- TF: Transform between camera_link and detected_object frame.
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How to build and run?
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This package is dependent on custom `pcl_conversion` and `pcl_ros` module. Make sure you have built those before building this package.
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```
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$ colcon build --packages-select find-pose
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$ ros2 launch find-pose find-pose-node.launch.py
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```
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All the topics can be remapped in the launch file.
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## yolov3_ros
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## yolov3_ros
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This ROS module is responsible for detecting the pipes from rgb image topic and also syncing the depth, rgb and camera_info topics.
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The following input/ros topics are needed:
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- /camera/color/image_raw: RGB Image topic
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- /camera/aligned_depth_to_color/image_raw: Aligned depth image topic (aligned with rgb image)
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- /camera/color/camera_info: Camera calibration parameters topic
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ROS Paramater Input:
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- best_weights: String that is the path to the best weights file of yolov3 detection
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Defaults: `'src/pipe_weights.pt'`
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The following are the output topics:
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- /detection_image: The RGB Image topic with bounding box drawn on it for visualization and debugging purpose
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- /bboxes: Bounding box of each detected object.
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- /rgb_img: Time Synced RGB Image topic
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- /camera_info: Time Synced Camera calibration parameters topic
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- /depth_img: Time Synced Aligned depth image topic (aligned with rgb image)
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How to build and run?
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```
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$ colcon build --packages-select yolov3_ros
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$ ros2 launch yolov3_ros pipe_detection.launch.py
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```
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All the topics can be remapped in the launch file. The path to best_weights can also be changed inside the launch file.
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Launch file is stored in `yolov3_ros/launch/`.
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## yolov3
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## yolov3
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This module contains code for yolov3. This method is being used to train the model to detect pipes in the greenhouse.
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This module contains code for yolov3. This method is being used to train the model to detect pipes in the greenhouse.
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@ -85,9 +143,12 @@ pip install -e .
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rosbags-convert ../single_depth_color_640x480.bag
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rosbags-convert ../single_depth_color_640x480.bag
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```
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```
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## pcl_conversions
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## perception_pcl
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## pcl_ros
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### pcl_conversions
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### pcl_ros
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## flann_based
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## flann_based
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