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Wild Visual Navigation: A system for fast traversability learning via pre-trained models and online self-supervision

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![Screenshot 2024-04-19 08:23:44](https://github.com/leggedrobotics/wild_visual_navigation/assets/51500826/8d8f15aa-a41e-4d39-a38a-cb9fe996cb34) ![Screenshot 2024-04-19 08:25:11](https://github.com/leggedrobotics/wild_visual_navigation/assets/51500826/85c62538-c8a5-42b5-a4ff-7e273e47c0ea) Thank you for your great work! In your demo, I control Jackal to move for 8 minutes. The prediction results can indeed show the...

We still changing the batch size during learning given the change in the number of samples per forward pass.

When switching from: seg -> stego - random feature -> stego - dino Completly different hyperparameters are needed for the anomaly detection: - confidence_std_factor (stego) 1 - and with dino...

![image](https://user-images.githubusercontent.com/56234378/216772301-09b028b8-840a-4be9-aa3f-044475a939fd.png) makes currently a lot of sense when we have a bimodal distribution but makes little sense when we don't have one

Objective: - Simplify code - Clearer interfaces and responsibilities of components - Support other geometric primitives for reprojection e.g. individual footholds - Support more supervision signals - e.g: binary, velocity...

Thanks for your work on open sourcing this and making it easy to run! I just had a quick clarification question regarding the traversability supervision signal. I noticed on both...

We currently missed adding the legged robotics fork of ros_comm. https://github.com/leggedrobotics/ros_comm This should fix the delay bug that messages move back in time with size 0

Hi I am trying to run the repository in docker running on Ubuntu 20.04 The docker setup was successful and I was able to run the Jackle robot as expected....

Hi everyone, I was looking into the integration with cupy and couldn't find the mask_elevation_semantics plugin in the main branch of cupy. Could you clarify which branch was used for...

Add a check before publishing the debug image. The debug image might be deleted in the [traversability estimator](https://github.com/leggedrobotics/wild_visual_navigation/blob/8b9caf915e668653b761b57ed33d2719a38b4bfd/wild_visual_navigation/traversability_estimator/traversability_estimator.py#L244). If no new mission nodes are created in 30 seconds, this may...