Giter Site home page Giter Site logo

Request for the training set about sign2text HOT 6 CLOSED

belalc avatar belalc commented on July 19, 2024
Request for the training set

from sign2text.

Comments (6)

BelalC avatar BelalC commented on July 19, 2024 1

from sign2text.

Purinsuu avatar Purinsuu commented on July 19, 2024 1

from sign2text.

csyhping avatar csyhping commented on July 19, 2024

@BelalC ,hi, are u still working on this project? Could you please share how to get the training set?
Thanks again for your nice work.

from sign2text.

Purinsuu avatar Purinsuu commented on July 19, 2024

Training set please. :(

from sign2text.

BelalC avatar BelalC commented on July 19, 2024

hi guys - yes the project is still active(-ish).

For my training, I combined the Massey University ASL dataset (~2524 images) with data I generated from colleagues/myself - only 321 images (approximately 12 images per class). The Massey University dataset is already public, so probably no point in sharing that with you guys. I'll update the ReadMe with links to that dataset + a few others I've come across which you can download directly.

I'm happy to share the data (321 images) I generated myself. Currently, looking into sharing it as an open-source dataset on Kaggle or Amazon. Any suggestions on the best way to share? It's on a hard drive and I'd prefer not to pay to host the data online indefinitely! let me know your thoughts please.

from sign2text.

BelalC avatar BelalC commented on July 19, 2024

hi all - please find a Google Drive link below to access data I generated myself and part 5 of the Massey University dataset (the other 4 parts are available online via their website https://www.massey.ac.nz/~albarcza/gesture_dataset2012.html

Google Drive link - https://drive.google.com/drive/folders/1-t8rgN3eOW99KGDy7U0HJhrbbwOe-5Wh?usp=sharing

All the data is already split into train/validation subsets, and labelled with letters from A-Z. NOTE - the Massey dataset I've included is already pre-processed. I added padding due to odd shaped images, and also dropped a colour channel as there was a lot of green screen background in the images. Dropping the colour channel didn't cause any significant changes in performance so I've left it in. You can get the raw data directly from Massey University.

Hope this helps :)

from sign2text.

Related Issues (11)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo 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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.