This case study focuses on the Media Search Engine project delivered by WEBSENSA for their client, WFDiF (Documentary and Feature Film Studios). AXII, a sophisticated tool created by Impeccable.AI, played a key role in this project.
AXII is a platform designed for creating AI-based solutions, that streamlines team collaboration and optimises resources. It centralises knowledge and simplifies infrastructure management, allowing teams to focus on innovations rather than the process.
WFDiF (Documentary and Feature Film Studios) is a cornerstone of Polish cinema with a rich 70-year history in film production. Additionally, WFDiF serves as a vast repository of numerous archival and contemporary films.
WFDiF sought a solution enabling easy search capabilities throughout their extensive collection of audiovisual materials. Their existing system relied mainly on manually entered metadata, which proved inadequate in the process of extracting information from these materials.
The goal of the Media Search Engine project was to enhance the search functions of the 35mm.online portal by enabling the search through audiovisual materials from the WFDiF's library using artificial intelligence.
Using modern AI models, WEBSENSA created the solution that autonomously identifies a broad range of elements in WFDiF's materials, such as various objects, architecture, music pieces, actors, celebrities, scene locations, emotions, words, and sounds.
The AXII played a key role in the Media Search Engine project by enhancing collaboration between data science and engineering teams, and accelerating the integration of core AI functionalities into the production service. This facilitated a more efficient workflow and expedited the development process, ultimately contributing to the project's success.
These factors ensured a smooth and straightforward integration of the AXII platform into the Media Search project, allowing the team to fully leverage its capabilities and achieve impressive results.
AXII's integration helped WEBSENSA to face the challenge of applying modern AI models to classify elements in WFDiF's archival (often black-and-white) audiovisual materials. The platform enabled the adaptation of state-of-the-art solutions to datasets not previously analysed in this way.
The Media Search Engine project supported by the AXII platform achieved impressive results, including:
The AXII platform significantly impacted this project by organising and simplifying the process:
AXII's substantial efficiency and time-saving features supported the successful completion of the Media Search Engine project.
Through this project, WEBSENSA and Impeccable.AI gained unique expertise in analysing audiovisual materials of varying quality, age, and colour registration.
The companies plan to leverage this newfound knowledge in future projects, as they can now easily analyse a wide range of audiovisual materials.
"Our unique achievement in this project was a quick development of a solution recognising Polish actors in films with high accuracy. There may not be an alternative solution like this on the market." — Szymon Drejewicz, Project Manager from WEBSENSA.
"AXII's functionalities were easy to understand. Thanks to the platform, the integration of backend with AI modules was significantly simplified. It allowed our data scientists to cooperate with developers in creating production-level workflows." — Rafał Klusek, Backend Developer from WEBSENSA
"The integration of AXII simplified our system architecture. AXII facilitates the complex operations of the AI module, making it effortless and straightforward for developers." — Bartek Starzec, Backend Developer from WEBSENSA
It's easy to begin: add AXII to your current environment with no extra frameworks or additional dependencies. AXII works with your favorite frameworks and libraries, so you can easily add it to your current stack, and immediately see results.
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