Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Monocular RGB obstacle detection #122

Open
Tracked by #171
EricPedley opened this issue Feb 7, 2024 · 0 comments
Open
Tracked by #171

Monocular RGB obstacle detection #122

EricPedley opened this issue Feb 7, 2024 · 0 comments

Comments

@EricPedley
Copy link
Member

EricPedley commented Feb 7, 2024

Something like this, where we do object detection to just get bounding boxes of other drones: https://arxiv.org/pdf/2305.09972.pdf

What they did in the paper was pretrain on this dataset: https://universe.roboflow.com/new-workspace-0k81p/flying_object_dataset
Then transfer-learn on this dataset: https://universe.roboflow.com/ahmedmohsen/drone-detection-new-peksv

To test the perception part, we can use our gimballed camera on the ground to take videos of the test quad flying, and we can sync up the ground truth trajectory to the video frames based on timestamps.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

No branches or pull requests

2 participants