Comments (2)
Hi!
Thanks for your excellent works!I just wonder that could you provide the preprocessing program? Since I cannot re-implement the MAP score at MSCOCO and NUS-WIDE.
Thanks a lot!
Hi there
Thank you for your question. Unfortunately, I am no longer with IIAI and the previous data are not getable.
Just for hints, to build tfrecords, please refer to util/data/set_processor.py.
As per feature extractors, simply use CNNs implemented in tf.keras.applications or tensorflow_hub. Make sure the built-in pre-processing function is used.
As per performance, one can slightly tune L18 of layer/twin_bottleneck.py. Alternatively, different sizes of continuous bottleneck and the proportion of regularization would be the help as well.
Note that in the paper we reported map@k scores. Please make sure the evaluation metrics are identical.
Also, note that the map scores on the tensorboard would be lower than the actual value. Please run inference on the WHOLE gallery/query datasets and then test the score after training.
from tbh.
I wonder how you test the score,as i don't see any code for testing
from tbh.
Related Issues (8)
- twin_bottleneck.py HOT 7
- About WAE Adversarial Block Layer HOT 1
- hamming_dist
- dataset read HOT 2
- Cifar-10 dataset HOT 1
- Regarding dataset and labels
- .
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 tbh.