roni-lab / ppsnet Goto Github PK
View Code? Open in Web Editor NEWPPSNet: Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos (ECCV, 2024)
Home Page: https://ppsnet.github.io/
PPSNet: Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos (ECCV, 2024)
Home Page: https://ppsnet.github.io/
Thanks for your great work!
I am also doing some work to apply self-supervised learning depth estimation based on the C3VD dataset. There's a problem is that the distance variation in some of the frames is too small (e.g. nearly no change for about 10 successive frames), so how do you select the frames for reprojection loss? For example, in monodepth2 or Af-SfMLearner they choose [0, -1, 1]. But when I try [0, -1, 1] for C3VD, it will not converge to the right depths.
Do you select the same frames for all 22 videos or do you have some special selection?
Looking forward to your reply!
Best,
Beilei
It's a wonderful job. Thanks for your work!
You mentioned you implemented LightDepth on your own in your paper.
Can you release your implementation?
Thanks!
Have a nice day!
Thanks for your work in monocular depth estimation of endocsope. I would like to test the performance of this nerwork on endocsope videos with surgical tools and shadows. Could you please release the code of training module? Thank you!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.