Content for TensorFlow

TensorFlow

TensorFlow is a free and open-source software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library, and is also used for machine learning applications such as neural networks. It is used for both research and production at Google.‍ TensorFlow was developed by the Google Brain team for internal Google use. It was released under the Apache License 2.0 on November 9, 2015.

STMicroelectronics extends STM32Cube.AI development tool with support for deeply quantized neural networks

“STMicroelectronics has released STM32Cube.AI version 7.2.0, the first artificial-intelligence (AI) development tool by an MCU (microcontroller) vendor to support ultra-efficient deeply quantized neural networks. STM32Cube.AI converts pretrained neural networks into optimized C code for STM32 microcontrollers …

Terminator Skull

“A T-800 skull that can talk, listen and detect humans/objects using ML. The Skynet funding bill is passed. 314Reactor, the creator which made the machines, made two Terminator skulls with a single board computer. Their mission: to make a …

How to get started with TensorFlow Lite for Microcontrollers

“Want to build your own TinyML application? This is a detailed approach to getting started with TensorFlow Lite for Microcontrollers! In the summer of 2022 I was selected to participate in the Google Summer of Code (GSoC) under TensorFlow. While …

Weather Almanac

“Measure the weather and stay aware of climate change! Ever want to know exactly what the weather is like outside? Curious about how climate change has influenced your local weather? Do you want to know what the previous weather records …

Embedded Machine Learning for Person Detection

“Is easy to run large Machine Learning models in the cloud with large computational and memory resources. What about in the Arduino Nano? Deep Learning Workflow In this project, the steps followed to implement our person detection application are the …

Get started with Tensorflow lite/micro by Sony Spresense

“This is a tutorial for MNIST data recognition using Tensorflow lite/micro on Sony Spresense Main Board. This project describes how to model a neural network using Tensorflow 2.8.0 (Keras), generated the trained model, and tried to run …

Mouse Fatigue Estimation by GSR and EMG Values W/ TensorFlow

“Collate forearm muscle soreness data on the SD card, build and train a neural network model, and run the model directly on Wio Terminal. Supplies 1 x Wio Terminal 1 x Grove - GSR Sensor 1 x Grove - EMG Detector 1 …

O3-enabled BLE Weather Station Predicting Air Quality w/ TF

“Via Nano 33 BLE, collate local weather data, build and train a TensorFlow neural network model, and run the model to predict air quality. Since the risk of breathing polluted air with poor quality has been increased precipitously in recent …

Irrigation Level Assessment by Thermal Imaging w/ TensorFlow

“Collect irrigation level data by thermal imaging, build and train a neural network model, and run the model directly on Wio Terminal. Since global temperatures are expected to rise over the next few decades due to climate change and thus …

No Touch Gesture Calculator

“This bracelet enables you to do basic calculations on the spot by simply gesturing what you want in the air. Story I work in a research lab and taking my gloves off just to do some basic arithmetic on my …