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12 November 2022

Understanding neuralSPOT via the Basic Tensorflow Example

neuralSPOT
Tensorflow

In this article, we walk through a neuralSPOT example application using it as a guide for how to use the SDK to integrate, develop, and deploy sophisticated AI models on Apollo4.

12 November 2022

NeuralSPOT Features

neuralSPOT

This is a detailed list of the features spread out over neuralSPOT. If you'd like to see a new feature, please file an issue on the repo.

12 November 2022

Deploying EdgeImpulse Models using neuralSPOT Nests

AutoML
EdgeImpulse
Low-Code
neuralSPOT

NeuralSPOT is designed to ease the integration of AI models from many sources. In this article, we walk through how to use neuralSPOT Nests to deploy one such external software package (EdgeImpulse C++ models) onto Apollo4 Plus.

1 November 2022

Optimizing AI using neuralSPOT

neuralSPOT
Tensorflow

This article focuses on optimizing the energy efficiency of inference using Tensorflow Lite for Microcontrollers (TLFM), but many of the techniques apply to any inference runtime.

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