Comments (1)
The above list is very comprehensive and the correct one that is mandatory for training.
Regarding the presented labels one would add the previously raised question re the meaning of the "service_test" field.
The info in the paper about training is simply not enough to reconstruct what the authors did in terms of training their models.
Interestingly, the authors seem to have kind of a selective hearing: they do not respond to this question (and similar ones raised in the same context), while they are active (after this one was raised) and respond to many other questions.
This lack of detail undermines the value of the paper and questions how the fairness of the dataset was assessed (and whether that fairness is validated).
It would be kind from the authors to answer these points.
from fairface.
Related Issues (20)
- code to train HOT 5
- Process is automatically killed while processing a large dataset
- links to labels files are broken
- Can you tell me the specific pytorch version information?
- Obsolete HOT 1
- Could you upload the pretrained model? HOT 4
- 4 races definition and training HOT 2
- service_test meaning HOT 3
- Hosting images on Google drive prevents programmatic access
- can we detect multiple faces ?
- What is the license of this repository HOT 1
- don't match bboxes per every iamge
- Pretrained model on different datasets
- Original Images HOT 1
- Accuracy difference between train and val datasets and paper
- Help in annotations for age
- Low validation accuracy 71% for race estimation HOT 6
- Many incorrectly labeled images HOT 4
- The pretrained model is not recognized HOT 5
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 fairface.