|
13 | 13 | [](https://modelscope.cn/datasets/OpenDriveLab/SimScale) |
14 | 14 | [](https://github.com/OpenDriveLab/SimScale/blob/main/LICENSE) |
15 | 15 |
|
16 | | - |
17 | 16 | </div> |
| 17 | + |
18 | 18 | <div id="top" align="center"> |
19 | 19 | <p align="center"> |
20 | 20 | <img src="assets/teaser.png" > |
|
59 | 59 |
|
60 | 60 |
|
61 | 61 | ## 📋 TODO List |
62 | | -- [ ] More Visualization Results. |
| 62 | +- [x] More Visualization Results. |
63 | 63 | - [x] Future Sensors Data. |
64 | 64 | - [x] Sim-Real Co-training Code release (Jan. 2026). |
65 | 65 | - [x] Simulation Data release (Dec. 2025). |
@@ -204,7 +204,7 @@ Our released simulation data is based on [nuPlan](https://www.nuscenes.org/nupla |
204 | 204 |
|
205 | 205 | ### 1. Download Dataset |
206 | 206 |
|
207 | | -We provide 🤗 [Script (Hugging Face)](./tools/download_hf.sh) and 👾 [Script (ModelScope)](./tools/download_ms.sh) (users in China) for downloading the simulation data . |
| 207 | +We provide 🤗 [Script (Hugging Face)](./tools/download_hf.sh) and 👾 [Script (ModelScope)](./tools/download_ms) (users in China) for downloading the simulation data . |
208 | 208 |
|
209 | 209 | Our simulation data format follows that of [OpenScene](https://github.com/OpenDriveLab/OpenScene/blob/main/docs/getting_started.md#download-data), with each clip/log has a fixed temporal horizon of 6 seconds at 2 Hz (2 s history + 4 s future), which are stored separately in `sensor_blobs_hist` and `sensor_blobs_fut`, respectively. |
210 | 210 | **For policy training, `sensor_blobs_hist` alone is sufficient.** |
@@ -337,10 +337,64 @@ Our simulation data format follows that of [OpenScene](https://github.com/OpenDr |
337 | 337 |
|
338 | 338 | </table> |
339 | 339 |
|
340 | | - |
341 | 340 | > [!TIP] |
342 | 341 | > Before downloading, we recommend checking the table above to select the appropriate split and `sensor_blobs`. |
343 | 342 |
|
| 343 | +#### 🏭 Simulation Data Pipeline |
| 344 | + |
| 345 | +<div id="top" align="center"> |
| 346 | +<p align="center"> |
| 347 | +<img src="assets/pipeline.png" > |
| 348 | +</p> |
| 349 | +</div> |
| 350 | + |
| 351 | +#### 🧩 Examples of Simulated Synthetic Data |
| 352 | + |
| 353 | +<table align="center"> |
| 354 | + <tr> |
| 355 | + <td align="center"> |
| 356 | + <p>5c9694f15f9c5537</p> |
| 357 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/5c9694f15f9c5537.png" /> |
| 358 | + </td> |
| 359 | + <td align="center"> |
| 360 | + <p>367cfa28901257ee</p> |
| 361 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee.png"/> |
| 362 | + </td> |
| 363 | + <td align="center"> |
| 364 | + <p>d37c49db3dcd59fa</p> |
| 365 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/d37c49db3dcd59fa.png"/> |
| 366 | + </td> |
| 367 | + </tr> |
| 368 | + <tr> |
| 369 | + <td align="center"> |
| 370 | + <p>Sim. 1</p> |
| 371 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee-sim1.gif" /><br/> |
| 372 | + <p>Sim. 2</p> |
| 373 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee-sim2.gif" /><br/> |
| 374 | + <p>Sim. 3</p> |
| 375 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee-sim3.gif" /> |
| 376 | + </td> |
| 377 | + <td align="center"> |
| 378 | + <p>Sim. 1</p> |
| 379 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee-sim1.gif" /><br/> |
| 380 | + <p>Sim. 2</p> |
| 381 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee-sim2.gif" /><br/> |
| 382 | + <p>Sim. 3</p> |
| 383 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/367cfa28901257ee-sim3.gif"/> |
| 384 | + </td> |
| 385 | + <td align="center"> |
| 386 | + <p>Sim. 1</p> |
| 387 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/d37c49db3dcd59fa-sim1.gif" /><br/> |
| 388 | + <p>Sim. 2</p> |
| 389 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/d37c49db3dcd59fa-sim2.gif" /><br/> |
| 390 | + <p>Sim. 3</p> |
| 391 | + <img src="https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/SimScale/github/d37c49db3dcd59fa-sim3.gif" /> |
| 392 | + </td> |
| 393 | + </tr> |
| 394 | +</table> |
| 395 | + |
| 396 | + |
| 397 | + |
344 | 398 | ### 2. Set Up Configuration |
345 | 399 | We provide a [Script](./tools/move.sh) for moving the download simulation data to create the following structure. |
346 | 400 |
|
@@ -453,4 +507,3 @@ If any parts of our paper and code help your research, please consider citing us |
453 | 507 | year={2025} |
454 | 508 | } |
455 | 509 | ``` |
456 | | - |
|
0 commit comments