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What can you do with Arduino TensorFlow library?
This library runs TensorFlow machine learning models on microcontrollers, allowing you to build AI/ML applications powered by deep learning and neural networks. With the included examples, you can recognize speech, detect people using a camera, and recognise “magic wand” gestures using an accelerometer.
How to send data from Arduino to Android app?
} } } /* Create a BroadcastReceiver that will later be used to receive the names of Bluetooth devices in range.
What does ble mean on an Arduino Nano?
BLE is a low power consuming wireless communication protocol designed to send small amounts of data. In this example, we set up an Arduino Nano 33 BLE Sense with the ArduCam attached to it as a control, sending a high alert when a person is detected.
Which is the best library to send data on Arduino?
The RH_ASK library is incredibly easy to use as it takes care of all the complexity involved with sending data via radio. The first two lines that you need to include in your Arduino program are shown below.
How can I train my Robot with TensorFlow?
1. Use Cozmo to generate training data Getting enough training data for a deep learning project can be a pain. But thankfully we have a robot who loves to run around and take photos with his camera, so let’s just ask Cozmo to take pictures of things we want our robot to learn. Let’s start with a can of delicious overpriced seltzer.
Which is transfer learning technique does TensorFlow use?
Transfer learning is a very useful technique, and you can read more about it on TensorFlow’s website. We’re going to be mounting the images dataset that Cozmo created with the –data flag at the /data directory on our FloydHub machine.
How to use Arduino Nano for person detection?
As a proof-of-concept, we want to use the low-power Arduino Nano 33 BLE Sense and an ArduCam Mini 2MP, along with the TensorFlow Lite library, to trigger a relay to turn on/off when a person is recognized. Follow the following wiring diagram to connect your Arduino Nano 33 BLE Sense to the ArduCam Mini 2MP.