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Computer Vision for Mobile and Edge Devices

AI on the Edge: Insights from Marcin Ochman at deepsense.ai

Discover how deepsense.ai empowers global brands like Intel, L’Oréal, and the United Nations with cutting-edge AI solutions. In this video, Marcin Ochman dives into the world of Edge Computing and its transformative potential for AI applications.

Key topics include:

  • Preparing AI models for edge devices
  • Fundamentals of Computer Vision
  • Exploring TensorFlow Lite, PyTorch Mobile, and ExecuTorch
  • Live demo of Android segmentation in action

Whether you’re starting your AI journey or optimizing edge performance, this session is packed with actionable insights.

Watch now to learn how to bring AI to the edge and transform your business!

Description

deepsense.ai helps companies implement AI-powered solutions, with the main focus on AI Guidance and AI Implementation Services.

Our commitment and know-how have been appreciated by global clients including Nielsen, L’Oréal, Intel, Nvidia, United Nations, BNP Paribas, Santander, Hitachi, and Brainly.

Wherever you are on your AI journey, we can guide you and help implement projects in Generative AI, Natural Language Processing, Computer Vision, Predictive Analytics, MLOps and Data Engineering. We also deliver training programs to support companies in building AI capabilities in-house.

Timeline

00:00 Intro

01:10 Edge Computing

06:10 AI Edge Model Preparation

10:06 Computer Vision Fundamental Tasks

12:36 TensorFlow Lite

19:22 PyTorch Mobile

21:52 ExecuTorch

23:13 Android Segmentation Demo

28:24 Further Reading

29:36 Summary

Speaker