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[DOCS] minor changes to data_processing.md, still WIP
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hollydinkel committed Mar 25, 2024
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The files documents the steps for creating a dataset to use with Fast Change Detection.

First, install the [Astrobee flight software](https://github.com/nasa/astrobee) in the '$HOME' directory. Additional instructions for using the Astrobee flight software with Docker are [here](https://docs.google.com/document/d/1Wx54si5_24rz0kJie31X54PIk_k_owT6qzlziGnAWYc/edit?usp=sharing). Next, clone this repository:
First, install the [Astrobee flight software](https://github.com/nasa/astrobee) in the '$HOME' directory. Additional instructions for using the Astrobee flight software with Docker are [here](https://docs.google.com/document/d/1Wx54si5_24rz0kJie31X54PIk_k_owT6qzlziGnAWYc/edit?usp=sharing). Next, create a catkin workspace and clone this repository into the catkin workspace.

```bash
cd $HOME && git clone https://github.com/hollydinkel/astrobee_change_detection --recurse-submodules
cd $HOME && mkdir -p change_ws/src && git clone https://github.com/hollydinkel/astrobee_change_detection --recurse-submodules
```

Follow the steps in the provided `process_data.sh` file to download raw `.bag` data and process it into a change detection-compatible dataset. Note that the home directory, the change detection catkin workspac, the survey number (e.g., 1, 2, 3), the date (e.g., 20230419), and the robot name (e.g., bsharp) must be specified in the `process_data.sh` script. If the `astrobee` catkin workspace does not build locally, it is possible to do these steps in a docker container where the running container is mounted to a local directory. The provided `process_data.sh` script runs these four steps.
Follow the steps in the provided `process_data.sh` file to download raw `.bag` data and process it into a change detection-compatible dataset. Note that the home directory, the change detection catkin workspace, the survey number (e.g., 1, 2, 3), the date (e.g., 20230419), and the robot name (e.g., bsharp) must be specified in the `process_data.sh` script. If the `astrobee` catkin workspace does not build locally, it is possible to do these steps in a docker container where the running container is mounted to a local directory. The provided `process_data.sh` script runs these four steps.

1. The first step of data processing is extraction of images and poses from bag data to folder, processing of sequential images to remove images where frames did not move much between images, and processing of sequential poses so that pose timestamps are close in time to image timestamps. First, start a running Astrobee docker container with

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