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Prototype AI Apps with SenseCAP K1100 - Circuit Cellar

Microcontrollers (MCUs) today can run deep learning computer vision algorithms at the edge—something that felt far out of reach just a few years ago. In this article, I discuss how to get started with your own artificial intelligence (AI) app prototype, using Seeed Studio's SenseCAP K1100 Kit.
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Understanding the Deployment of Deep Learning algorithms on Embedded Platforms

Embedded platforms have become an integral part of our daily lives, revolutionizing our technological interaction. These platforms, equipped with deep learning algorithms, have opened a world of possibilities, enabling smart devices, autonomous systems, and intelligent applications.
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Sensors | Free Full-Text | Quantization and Deployment of Deep Neural Networks on Microcontrollers

Embedding Artificial Intelligence onto low-power devices is a challenging task that has been partly overcome with recent advances in machine learning and hardware design. Presently, deep neural networks can be deployed on embedded targets to perform different tasks such as speech recognition, object detection or Human Activity Recognition. However, there is still room for optimization of deep neural networks onto embedded devices. These optimizations mainly address power consumption, memory and ...
Ambiq Apollo Quantization Of Deep Neural Networks Deployment Of Quantized Neural Network Neural Network Neural Networks Human Activity Recognition
Source: mdpi.com

Lattice sensAI Solution Stack Simplifies Deployment of AI/ML Models on Smart Edge Devices

HILLSBORO, OR – May 26, 2021 – Lattice Semiconductor CorporationĀ (NASDAQ: LSCC), the low power programmable leader, todayĀ announced enhancements to its award-winningĀ Lattice sensAI™ solution stack for accelerating AI/ML application development on low power Lattice FPGAs. Enhancements include support forĀ theĀ Lattice Propel™ design environment for embedded processor-based development and the TensorFlowĀ Lite deep-learning framework for on-device inferencing.Ā The new version inclu...
Hussein Osman Hideto Kotani Canon Inc Lattice Semiconductor Corporation Lattice Propel Unit Executive

Andes unveils new upgraded AndeSight IDE v5.0

Andes unveils new upgraded AndeSight IDE v5.0 Andes Technology has unveiled a new upgrade of AndeSight IDE v5.0, which looks to accelerate RISC-V AI and IoT developments by strengthening several key features. Designed to address AI and IoT applications and the products serving these markets by offering a combination of high efficiency and low power consumption as well as reducing time-to-market, AndeSight IDE v5.0 rolls out a number of new functions delivering improved r...
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