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3 | 3 | This repository contains the source code for the **Agricultural Autonomous Driving Dataset** website from Smart Farming Lab, Leipzig University. |
4 | 4 |
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5 | | -## Dataset Overview |
6 | | - |
7 | | -The dataset contains multi-modal sensor data from agricultural environments, including: |
8 | | - |
9 | | -- **6 RGB Cameras** (rear left/mid/right, side left/right, stereo ZED) |
10 | | -- **LiDAR Point Clouds** from Ouster sensor |
11 | | -- **High-precision GPS** positioning with Novatel OEM7 |
12 | | -- **IMU measurements** for comprehensive environmental perception |
13 | | -- **Duration**: ~5.3 minutes of synchronized data |
14 | | -- **Total Messages**: 146,410 across all sensors |
15 | | - |
16 | | -## Website Features |
17 | | - |
18 | | -- **Interactive 3D Point Cloud Viewer** using Three.js |
19 | | -- **GPS Trajectory Visualization** with interactive maps |
20 | | -- **Multi-Camera System Display** with sample images |
21 | | -- **Sensor Timeline** showing data synchronization |
22 | | -- **Responsive Nerfies-style Design** optimized for all devices |
23 | | - |
24 | | -## Data Extraction |
25 | | - |
26 | | -The website includes sample data extracted from the rosbag files: |
27 | | -- Sample images from all camera viewpoints |
28 | | -- GPS trajectory data for mapping |
29 | | -- Point cloud samples for 3D visualization |
30 | | -- Sensor timing information |
31 | | - |
32 | | -## Development |
33 | | - |
34 | | -### Prerequisites |
35 | | -- Python 3.7+ |
36 | | -- Required packages: `numpy`, `opencv-python`, `matplotlib`, `folium`, `mcap` |
37 | | - |
38 | | -### Setup |
39 | | -1. Clone the repository |
40 | | -2. Install dependencies: `pip install -r requirements.txt` |
41 | | -3. Extract sample data: `python extract_rosbag_data.py` |
42 | | -4. Open `index.html` in a web browser |
43 | | - |
44 | | -### Deployment |
45 | | -This website is configured for GitHub Pages deployment. Push to the `main` branch to automatically deploy. |
46 | | - |
47 | | -## Citation |
48 | | - |
49 | | -If you use this dataset in your research, please cite: |
50 | | - |
51 | | -```bibtex |
52 | | -@dataset{smartfarming2025agricultural, |
53 | | - title={Agricultural Autonomous Driving Dataset}, |
54 | | - author={Smart Farming Lab}, |
55 | | - institution={Leipzig University}, |
56 | | - year={2025}, |
57 | | -} |
58 | | -``` |
59 | | - |
60 | | -## License |
61 | | - |
62 | | -This website is licensed under a [Creative Commons Attribution-ShareAlike 4.0 International License](http://creativecommons.org/licenses/by-sa/4.0/). |
63 | | - |
64 | | -Website template adapted from [Nerfies](https://github.com/nerfies/nerfies.github.io). |
65 | | - |
66 | | -## Contact |
67 | | - |
68 | | -Smart Farming Lab |
69 | | -Leipzig University |
70 | | -Germany |
71 | | - |
72 | | ---- |
73 | | - |
74 | | -*Showcasing the future of agricultural robotics and autonomous farming systems.* |
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