Custom Smart IoT ML Sensor Algorithms
with SensiML Knowledge Packs
Accurate AI Sensor Algorithms For the Smallest IoT Devices
Applications
Acoustic Event Detection
- Detect Snoring, Machine States, Glass Breakage,
- Infant Cries, and Much More
Activity Recognition
- Recognize Sport/Exercise Motion, Gait Cycle Stages,
- Proper Ergonomics, and More
Anomaly Detection
- Capture Machine Faults, Monitor Processes, and Integrate Predictive Maintenance
Gesture Recognition
- Add Gesture Control to Automotive, Machine Control,
- and Smart CE Device User Interfaces
Keyword Spotting
- Implement Custom Wake Words on Battery-Powered Devices, Distinguish Between Speakers
Vibration Classification
- Classify Vibration Events for Transportation, Machinery, and Infrastructure
Supporting products from these leading companies and SensiML partners
SensiML's AI/ML Workflow
SensiML Analytics Toolkit suite automates each step of the process for creating optimized AI IoT sensor recognition code. The overall workflow uses a growing library of advanced ML and AI algorithms to generate code that can learn from new data either the development phase or once deployed.
Latest News and Announcements
SensiML Adds Support for RISC-V
October 10, 2024 – SensiML announces the integration of RISC-V® processor support within its comprehensive AI development tool suite. This addition offers developers unmatched flexibility in building intelligent, resource-constrained edge devices with AI/ML sensor data processing.
SensiML and Efabless Partner to Drive Open-Source Edge AI Innovation
October 8, 2024 – SensiML forms a strategic partnership with Efabless, a pioneer in custom SoCs development, to deliver fully open-source solutions for IoT hardware and edge AI.
Data Studio Gets New Generative AI Feature for Voice
July 25, 2024 - SensiML's latest update for Data Studio includes a new Generative AI feature allowing users to rapidly create hyper-realistic synthetic speech datasets for voice applications. See our how-to article and read the details in the press release.
SensiML Launches Piccolo AI™ Open-Source AutoML for Edge IoT
June 25, 2024 - SensiML launched Piccolo AI as the industry's first full open-source AutoML tool for generating ML code for IoT edge devices. Piccolo AI is hardware agnostic and supports compact ML predictive models spanning classic ML algorithms to deep learning. To learn more, visit the project website at https://sensiml.org.
SensiML, a subsidiary of QuickLogic, offers cutting-edge software that enables ultra-low power IoT endpoints that implement AI to transform raw sensor data into meaningful insight at the device itself. The company’s flagship solution, the SensiML Analytics Toolkit, provides an end-to-end development platform spanning data collection, labeling, algorithm and firmware auto generation, and testing.