What it does
DynamicUI is a powerful accessibility tool(for android, iOS, and Web) that enables app developers to provide an inclusive user experience to all users. With its advanced AI and ML technology, DynamicUI can determine whether the user is left or right-handed, and it can also arrange app components based on user preferences. This feature enhances the usability of the app, making it easier for users to navigate and interact with the app.
The DynamicUI package is easy to integrate into any app, and it can be customized to suit the unique needs of each app. The package is built on React Native, making it cross-platform compatible and efficient.
The DynamicUI project has a robust backend developed in Python, which powers the AI and ML algorithms. The algorithms are continuously trained to improve accuracy and effectiveness.
The project has been tested on a sneaker store app, and the results have been impressive. Users have reported an enhanced user experience, and the app has become more accessible to a wider range of users.
In conclusion, DynamicUI is a game-changing tool that is set to revolutionize the way app developers approach accessibility. It is a powerful solution that can enhance the usability of any app and provide a more inclusive user experience.
How we built it
We built it using React-Native, Python, TensorFlow, and GitHub (normal pull & push and also the CI/CD pipeline for tests)
Challenges we ran into
The only challenge we faced was the accuracy of the model, because of the limited data that we could gather in the last 20 hours, and SDK issues with Expo CLI
Accomplishments that we're proud of
We have worked on websites, apps, and AI models in the past, but we never made an Open-source package that could help others and will also gather contributions from other developers around the world. So we are proud of it
What's next for DynamicUI
We are hoping to release it as a package, post this hackathon and help other developers and startups, with no research team, increase their audience
Built With
- artificial-intelligence
- git
- github
- javascript
- machine-learning
- python
- python-package-index
- react-native
- uikit
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