Skip to content

Changes from background agent bc-b2359e83-928d-4b0c-98ad-def143ac9c3a#2

Draft
SoummoSsj wants to merge 34 commits intomainfrom
cursor/bc-b2359e83-928d-4b0c-98ad-def143ac9c3a-50d1
Draft

Changes from background agent bc-b2359e83-928d-4b0c-98ad-def143ac9c3a#2
SoummoSsj wants to merge 34 commits intomainfrom
cursor/bc-b2359e83-928d-4b0c-98ad-def143ac9c3a-50d1

Conversation

@SoummoSsj
Copy link
Copy Markdown
Owner

Implements SpeedNet, a 3D-aware neural network for robust vehicle speed estimation, addressing perspective distortion and stationary vehicle speed inaccuracies.

The previous pipeline suffered from speed estimates increasing as vehicles approached the camera and assigning speeds to stationary vehicles due to a lack of proper perspective correction and depth awareness. This PR introduces a comprehensive system with a neural network that learns camera geometry, estimates 3D vehicle parameters, and uses temporal fusion for accurate, consistent speed predictions.


Open in Cursor Open in Web

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
@cursor
Copy link
Copy Markdown

cursor bot commented Aug 14, 2025

Cursor Agent can help with this pull request. Just @cursor in comments and I'll start working on changes in this branch.
Learn more about Cursor Agents

cursoragent and others added 28 commits August 14, 2025 06:06
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
…mentation

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
…ion system

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
…ning

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
…tion

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
cursoragent and others added 5 commits August 16, 2025 04:51
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
…version

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
… estimation

Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Co-authored-by: bhattacharya1907105 <bhattacharya1907105@stud.kuet.ac.bd>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants