Davor Korman@Obi-Wan
is under improvement
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Machine Learning Engineer/ Data Scientist
Croatia
4 years of experience
About me
Determined to build something truly special that brings a positive change and improves people's lives. Helped several startups, most recently a Google-backed one, to bring their ideas to life and develop their DS/ML teams. Helped drive a culture of excellence, positivity and a habit of dreaming big. So far helped develop multiple successful Machine Learning products from ground up, across different ML domains and in various industries. Some of the products offered annual savings of 100k-1mil+ $ per customers ranging from multi-million to multi-billion $ companies. Acquired very interesting domain knowledge across multiple industries: (E-)Commerce, Agrotech, Telco, Hospitality tech, Proptech, Fintech, Ecology, Gaming industry and Satellite imagery research. Had a lot of fun along the way!
I built with
Shap-Eis under improvement
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š¤ Submissions
Text2Room Where Words Become Worlds
Text2Room is a groundbreaking innovation that redefines the process of 3D content creation. This transformative method harnesses the power of pre-trained 2D text-to-image models to generate room-scale textured 3D meshes from simple text prompts. Through an iterative scene generation process, Text2Room renders 3D meshes from diverse camera angles and seamlessly fuses missing details using advanced algorithms, resulting in immersive and captivating environments. What sets Text2Room apart is its two-stage viewpoint selection strategy ā the Generation Stage creates the main scene layout, while the Completion Stage intelligently fills gaps, ensuring a complete and coherent 3D representation. By democratizing 3D content creation, Text2Room eliminates complexities and accelerates the process, making it accessible to a wide range of industries including AR/VR content, gaming, and architectural visualization. Text2Room isn't just a product; it's a creative revolution that empowers users to turn their imagination into tangible, interactive experiences. With limitless applications and an ever-growing market demand for immersive 3D content, Text2Room stands at the forefront of innovation, shaping the future of content creation.
