Machine Learning

Tools for personalizing and fine-tuning Core ML models on Apple devices.

On-device model personalization API for updating Core ML models with user-specific data.

Edge Impulse APIs: INTRODUCTION Edge Impulse Documentation Copy page Copy page Copy page Copy page Welcome to Edge Impulse!

Public dataset collection for edge ML use cases.

Edge Impulse Developer Plan: INTRODUCTION Edge Impulse Documentation Copy page Copy page Copy page Copy page Welcome to Edge Impulse!

Edge Impulse Enterprise Plan: INTRODUCTION Edge Impulse Documentation Copy page Copy page Copy page Copy page Welcome to Edge Impulse!

SDKs for inference, data ingestion, and Studio interaction.

Linux-specific CLI for Edge Impulse project interaction.

Two-way protocol for controlling devices from Studio.

Data acquisition, annotation formats and file structure specs.

Distributed search and analytics engine, scalable data store, and vector database built on Apache Lucene.

REST APIs to configure and access Elasticsearch features directly or via UI components.

Hosted offerings integrated into the Golioth platform for simple use alongside other products.

Constrained Application Protocol interface for lightweight IoT device communication.

Golioth Device Logs: On this page WELCOME ​ Golioth is an IoT platform that provides cloud services for embedded devices.

Golioth Device Settings: On this page WELCOME ​ Golioth is an IoT platform that provides cloud services for embedded devices.

Golioth ESP-IDF Build Environment: On this page WELCOME ​ Golioth is an IoT platform that provides cloud services for embedded devices.

Golioth Firmware SDK: On this page WELCOME ​ Golioth is an IoT platform that provides cloud services for embedded devices.

Golioth NCS Build Environment: On this page WELCOME ​ Golioth is an IoT platform that provides cloud services for embedded devices.

Golioth Zephyr Build Environment: On this page WELCOME ​ Golioth is an IoT platform that provides cloud services for embedded devices.

Managed observability platform for dashboards, metrics, and logs.

Extensible user interface that gives shape to your data.

Analytics module for creating and managing analytics flows, running ML models, and connecting generative AI providers at the edge.

A CoreML wrapper for numeric, string, dictionary, image, sequence, and multi-array feature values used in machine learning models.

A sendable wrapper for MLFeatureValue enabling safe concurrency in Core ML.

Beta version of Modal Volumes with improved scalability, concurrent writes, and random access performance.

In-memory query accelerator and analytics service for MySQL with ML and GenAI capabilities.

Open-source software suite for search, analytics, observability, and data-intensive applications.