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14 changes: 8 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
<p align="center" width="100%">
<img width="33%" src="https://github.com/walzimmer/bat-3d/blob/master/assets/img/3d-bat.png">
<img width="33%" src="https://github.com/walzimmer/bat-3d/blob/master/assets/img/3d-bat-icon.png">
</p>

# 3D Bounding Box Annotation Tool (3D BAT)
Expand All @@ -14,9 +14,11 @@
4. [OPTIONAL] Install WhatPulse to measure the number of clicks and key strokes while labeling: https://whatpulse.org/
5. Open folder `bat-3d` in PHP Storm.
5. Move into directory: `cd bat-3d`.
6. Download sample scenes extracted from the NuScenes dataset from [here](https://github.com/walzimmer/bat-3d/releases/download/v0.1.0/NuScenes.zip) and extract the content into the `bat-3d/input/` folder.
6. Download sample scenes extracted from the NuScenes dataset from [here](https://github.com/walzimmer/bat-3d/releases/download/0.3.0/NuScenes.zip) and extract the content into `bat-3d/input/`.
7. Install required packages: `npm install`
8. Open `index.html` with chromium-browser (Linux) or Chrome (Windows) within the IDE. Right click on index.html -> Open in Browser -> Chrome/Chromium
8. Install [http-server](https://www.npmjs.com/package/http-server): `npm install -g http-server`.
9. Type `http-server ./` in your terminal inside `bat-3d` directory.
10. Open the web page [http://localhost:8080](http://localhost:8080) in your browser.

# Overview
![Overview](https://github.com/walzimmer/bat-3d/blob/master/assets/img/overview.png)
Expand Down Expand Up @@ -45,9 +47,9 @@ To annotate your own data, follow this steps:

`input/waymo/20210103_waymo/annotations` (this folder will contain the downloaded annotations)

`input/waymo/20210103_waymo/point_clouds` (place your point cloud scans (in `.pcd` ascii format) here)
`input/waymo/20210103_waymo/pointclouds` (place your point cloud scans (in `.pcd` ascii format) here)

`input/waymo/20210103_waymo/point_clouds_without_ground` (optional: Remove the ground using the `scripts/nuscenes_devkit/python-sdk/scripts/export_pointcloud_without_ground_nuscenes.py` script to use the checkbox "Filter ground". Change the threshold of -1.7 to the height of the LiDAR sensor.)
`input/waymo/20210103_waymo/pointclouds_without_ground` (optional: Remove the ground using the `scripts/nuscenes_devkit/python-sdk/scripts/export_pointcloud_without_ground_nuscenes.py` script to use the checkbox "Filter ground". Change the threshold of -1.7 to the height of the LiDAR sensor.)

`input/waymo/20210103_waymo/images` (optional: For each camera image, create a folder: e.g. `CAM_BACK`, `CAM_BACK_LEFT`, `CAM_BACK_RIGHT`, `CAM_FRONT`, `CAM_FRONT_LEFT`, `CAM_FRONT_RIGHT`)

Expand Down Expand Up @@ -278,4 +280,4 @@ innovation@ucsd.edu
This tool is copyrighted by The Regents of the University of California. The code is supplied “as is”, without any accompanying services from The Regents. The Regents does not warrant that the operation of the tool will be uninterrupted or error-free. The end-user understands that the tool was developed for research purposes and is advised not to rely exclusively on the tool for any reason.


IN NO EVENT SHALL THE UNIVERSITY OF CALIFORNIA BE LIABLE TO ANY PARTY FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, INCLUDING LOST PROFITS, ARISING OUT OF THE USE OF THIS TOOL, EVEN IF THE UNIVERSITY OF CALIFORNIA HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. THE UNIVERSITY OF CALIFORNIA SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE TOOL PROVIDED HEREUNDER IS ON AN “AS IS” BASIS, AND THE UNIVERSITY OF CALIFORNIA HAS NO OBLIGATIONS TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS.
IN NO EVENT SHALL THE UNIVERSITY OF CALIFORNIA BE LIABLE TO ANY PARTY FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, INCLUDING LOST PROFITS, ARISING OUT OF THE USE OF THIS TOOL, EVEN IF THE UNIVERSITY OF CALIFORNIA HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. THE UNIVERSITY OF CALIFORNIA SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE TOOL PROVIDED HEREUNDER IS ON AN “AS IS” BASIS, AND THE UNIVERSITY OF CALIFORNIA HAS NO OBLIGATIONS TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS.