Comments (8)
No, I am not done with the project. I am planning to train it on small scale dataset as I couldn't get large scale dataset. If you can tell me how can I get the large scale dataset it would be very helpful.
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
I think it's a good idea to train the network on the data set used in the paper,i.e. data set from the paper 'Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark'.
I have trained an AlexNet on this dataset,and ended up with about 53% accuracy.
You can get the dataset from here.
This site only provides the URL for the training images,so you have to write a script to download the dataset.
Notice that some of these URLs are invalid,you will get a blank picture if you download with an invalid URL.You have to delete these blank pictures before training.
This dataset is about 3GB,so it's better to use a iterator to feed the data when training rather than read all the data into memory.
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
Thanks for redirecting me to the dataset. I am planning to train it on google colab platform.
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
Hello! Thanks for your work. Have you finished this project?@akhileshydv
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
@van886 Hello! I read your comment, and I am very interested in your work.
Could you please share with me the code you use to train AlexNet?
Thanks in advance!
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
@ChengtaiCao AlexNet我用的是github上找到的,模型只需要修改输出层维度就可以了
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
@van886 is it possible for me to get the dataset when I try to access it I get a permission error
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
Hi! I'm very impressed by the code and wanted to know if I could see and test the final version with the code!
from dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.
Related Issues (1)
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 dependency-exploitation-a-unified-cnn-rnn-approach-for-visual-emotion-recognition.