Comments (2)
You may try to reduce the learning rate in advance (e.g. divided by 10 every 5 epochs). Besides, the spp-distillation module may lead a wrong supervised signal in low-textured regions and other undesirable areas, because these areas do not meet our assumption that the smaller the reconstruction error, the better the depth estimation. So you can consider turning off this module.
from epcdepth.
Thank you for your advice! I will try turning off the SPP-distillation module.
from epcdepth.
Related Issues (14)
- TypeError: expected str, bytes or os.PathLike object, not NoneType HOT 2
- Can you report the results using a pure RSU encoder? HOT 1
- Error('tuple' object is not callable) in color augmentation HOT 2
- how to translate the predict value to true depth? HOT 6
- Dataset
- Multiple GPU training
- how can I evaluate on a single image HOT 1
- I sincerely congratulate you for publishing such an excellent article. After reading your article, I encountered a problem when running the code, I hope you can help to take a look HOT 1
- Question about warpping of right image HOT 4
- how can I evaluate on a my own jpg image HOT 1
- distortion between near cars and adjacent environment HOT 3
- Getting different test results on the KITTI HOT 1
- Getting different test results on the KITTI HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from epcdepth.