hear.ai

hear.ai

Women in AI Poland - AI4Good

WAI Poland

Hear AI

Who we are

Hear.ai is a non-profit, educational project. We are group of ML enthusiasts under mentors' supervision who want to build AI solutions for general good, while networking and gaining experience.

Our motivation

Deaf belong to the most excluded social groups. Communication outside their community can be a huge problem for them. They often cannot benefit from the services of an interpreter when contacting with doctor (also in the hospital), social workers, banks etc. Sign language is different comparing to Polish. Deaf people learn it as a foreign language. Because of that they have difficult access to information and entertainment in their native language.

Our goals

  • Working on segmentation and detection of signs.
  • Increasing existing knowledge base.
  • Increasing public awareness.
  • Gaining experience.
  • Networking.
  • Experimenting with technologies.
  • Sharing knowledge.

Dates

What & when

 
 
 
 
 
Recruting members
18 Oct 2021 – 31 Oct 2021 Poland
Recruting team members
 
 
 
 
 
Participants selection
Online
31 Oct 2021 – 07 Nov 2021 Poland
 
 
 
 
 
Project launch
Online
16 Nov 2021 – 30 Nov 2021 Poland
 
 
 
 
 
Collecting & analyzing data
Online
30 Nov 2021 – 28 Dec 2021 Poland
Getting to know sign language datasets, statistical analyzes
 
 
 
 
 
Model design & training
Online
28 Dec 2021 – 08 Feb 2022 Poland
Literature review, basic models and common solutions
 
 
 
 
 
Model design, training & testing
Online
08 Feb 2022 – 08 Mar 2022 Poland
Going deeper - advanced models
 
 
 
 
 
Final model selection
Online
08 Mar 2022 – 05 Apr 2022 Poland
Final experiments
 
 
 
 
 
Summary
Online
05 Apr 2022 – 26 Apr 2022 Poland
Finishing the project
 
 
 
 
 
Article preparation
Online
26 Apr 2022 – 30 Jun 2022 Poland
Preparing preprint about conducted experiments

Contact

HEAR.AI AI for Polish Sign Language

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