Skip to content

Commit

Permalink
adds additional qualitative examples (#23)
Browse files Browse the repository at this point in the history
  • Loading branch information
georghess authored Jun 20, 2024
1 parent bd4f627 commit 4a7afc2
Show file tree
Hide file tree
Showing 5 changed files with 26 additions and 0 deletions.
Binary file added _publications/neurad/critical_1.mp4
Binary file not shown.
Binary file added _publications/neurad/critical_2.mp4
Binary file not shown.
Binary file added _publications/neurad/critical_3.mp4
Binary file not shown.
26 changes: 26 additions & 0 deletions _publications/neurad/neurad.md
Original file line number Diff line number Diff line change
Expand Up @@ -93,4 +93,30 @@ An autonomous vehicle typically records the scene using multiple cameras, which

Note that this is inspired by recent work on NeRFs in the wild <d-cite key="martin2021nerf"></d-cite>, with two key differences. First, we only learn a single embedding per sensor, not per image, improving generalizaiton to novel views. Second, we apply the sensor embedding after the volume rendering, reducing the computational overhead. This is not possible in the original work, as they directly render RGB, whereas we render high-level features.

# Closed-loop simulation

With NeuRAD, we can take non-eventful collected sensor data,

<div style="display: flex; align-items: center; justify-content: center;">
<video controls autoplay loop muted playsinline style="width: 70vw;">
<source src="original.mp4" type="video/mp4">
</video>
</div>

and turn them into safety-critical scenarios for training and testing our AD systems

<div style="display: flex; align-items: center; justify-content: center;">
<video controls autoplay loop muted playsinline style="width: 70vw;">
<source src="critical_1.mp4" type="video/mp4">
</video>
</div>

with different variations

<div style="display: flex; align-items: center; justify-content: center;">
<video controls autoplay loop muted playsinline style="width: 70vw;">
<source src="critical_2.mp4" type="video/mp4">
</video>
</div>

---
Binary file added _publications/neurad/original.mp4
Binary file not shown.

0 comments on commit 4a7afc2

Please sign in to comment.