Inspiration
The high piracy rate in Indonesia and the low public awareness of protecting Hak Kekayaan Intelektual (HKI) inspired us to develop a solution. The rampant misuse of original works and AI technologies trained on unauthorized illustrations highlighted the urgent need to protect artists and their intellectual property.
What it does
Our iOS application provides plagiarism detection to safeguard intellectual property rights. It assists designers in identifying protected works and prevents unauthorized use. The app also functions as a library/framework for other iOS developers, promoting broader adoption and impact.
How we built it
We used advanced machine learning techniques for visual pattern recognition and developed a plagiarism detection model. Our app complies with relevant regulations to ensure the protection of intellectual property rights. We integrated these features into an iOS application and a developer-friendly framework.
Challenges we ran into
One of the main challenges was developing an accurate and efficient plagiarism detection model. Ensuring compliance with intellectual property regulations and integrating advanced AI technologies into a user-friendly application and developer-friendly framework also posed significant challenges.
Accomplishments that we're proud of
We are proud to have created a tool that supports the protection of intellectual property rights and contributes to the illustration community. Developing a comprehensive plagiarism detection model and integrating it into a functional iOS application and framework is a significant achievement.
What we learned
We learned about the complexities of intellectual property rights and the importance of protecting creative works in the digital age. The project also deepened our understanding of machine learning techniques and their application in visual recognition tasks.
What's next for Artector
Next, we plan to enhance the accuracy and efficiency of our plagiarism detection model. We aim to expand our framework's capabilities and encourage its adoption among iOS developers. Additionally, we will explore partnerships to raise awareness and promote intellectual property rights globally.
Built With
- bfs-algorithm
- cocoapods
- fastapi
- machine-learning
- modelling
- python
- swift
- swift-package-manager
- tensorflow2
- tree-algorithm
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