Robert Lundberg, Chief Technology Officer and Co-founder of PerceptiLabs, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Lundberg demonstrates fast, visual, and explainable machine learning modeling.
Lundberg uses image classification and transfer learning to train a model to classify brain tumors in magnetic resonance imaging (MRI) images. Using PerceptiLabs, a TensorFlow-based visual modeling tool, Lundberg shows how you can build deep learning models in seconds using pre-built components and get instant visualizations of the workflow, thereby eliminating the need to run the entire model before seeing results.