Emma Saroyan
Emma Saroyan is the co-author of "Generative AI for Web Development: Building Web Applications Powered by OpenAI APIs and Next.js", published by Apress. She is an active speaker in the open-source and AI communities, having presented talks at PyData NYC and PyData Boston meetups in 2025, as well as at various open-source and AI events across the U.S. and Europe. A passionate advocate for AI, diversity, and open collaboration, Emma leads the PostgreSQL User Group in Armenia and serves on the DISC Committee of NumFOCUS, supporting diversity and inclusion initiatives across global open-source ecosystems.
Session
Are you a scientist or a developer looking to understand how to use NumPy to solve computer vision problems?
NumPy is a Python package that provides the multidimensional array object which you can use to solve the lane detection problem in computer vision for self-driving cars or autonomous driving. You can apply non-machine learning techniques using NumPy to find the straight lines on street images. No other external libraries, just python with NumPy.