Comments (2)
A sad story... I just find there is a mistake in our paper, the learning rate is 1e-3 as shown in our code, all our experiments use this lr.
The statement about the essential loss is also not clear. The weight of the essential loss is 0.1 for L2 loss but 0.5 for geometry loss (section 4.4). We use geometry loss as the default loss because it is better, so the default weight is 0.5.
Thanks for the question!
from oanet.
Thanks for the quick response and no worries, I just wanted to double check this.
from oanet.
Related Issues (20)
- yfcc-sift-2000.train.hdf5 is too large HOT 1
- A question about the evaluation metric HOT 2
- How to perform experiments on known scenes of YFCC100M and sun3d? HOT 1
- Where is the implementation of the Spatial Correlation Layer? HOT 2
- For datasets and pre training models, links fail HOT 1
- error while loading calibration file HOT 1
- YFCC100M depth Data HOT 6
- SUN3D test data
- The test pre-training model is inconsistent with the paper on the yfcc HOT 4
- What is the appropriate setting for iter_num to achieve the effect in the paper? HOT 1
- geometry loss in the paper and epipolar loss use in the code HOT 2
- The accuracy on YFCC with GL3D model HOT 2
- How to calculate mAP via the results? HOT 2
- about mAP HOT 1
- About side HOT 1
- Question about “best_model”
- Question about “epoch”
- Application on 3D reconstructions
- Hello author, I have a question for you about the YFCC100M dataset HOT 4
- About the calculation of the distance matrix in class "NNMatcher"
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 oanet.