https://www.tensorflow.org/lite/microcontrollers/overview
https://github.com/espressif/tflite-micro-esp-examples
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.
The examples work best with the M5StickC(ESP32) board, which has a microphone and accelerometer.
Outputs sine waves to serial outputs and build-in LEDs.
This is a sample of speech recognition. The audio_provider and command_responder must be modified according to the environment in which they are used.
It is a person detection using a camera. The image_provider and detection_responder must be modified according to the environment in which they are used.
This is a sample for older versions. It will not work as it is.
This is gesture recognition using acceleration. The accelerometer_handler and output_handler must be modified according to the environment in which they are used.
A sketch customized to look like a specific board.
- M5StickC
- M5StackFire
A sketch customized to look like a specific board.
- ESP-EYE
- M5StickC
- M5StackFire
- ATOM Echo
It is a person detection using a camera. This is a sample of using the ESP32 camera driver. Please configure the device you want to use in config.h.
================================================
==========================+=====================
==================++-+++++++++=**--++++++++++++=
===++++++++++++++++HH#-------=HH*-++++++++++++++
+++++++++++++++---+HHH------+HH#-----#H+++++++++
++++++++++++++-----HHH+---- HHHH----HHH-++++++++
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+++++++++++#HHHHH=HHHHHHH#H#HHHHHHHH#H####H##+=+
+++++++++++ HHHHHHHHHHHH####H##HH#HH=+++++++++=+
++++++++*=+++#####################HH**********=+
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==============+++=*###########H++++====*++==+==H
==================###########H++++-+============
*================+##########H###H=*+======*==+=*
H**==============###########*===-HH+===+======**
Person score:89 No person score:226
=======================+++======================
====================+=+++++++++=================
=================++++++++==++-----++++++++++++++
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++++++++++++++------*H#HH##HHH*H-------+++++++++
+++++++++++-------- ##HHHHHHH*H##-------++++++++
++++++++++---------H#*H#HHHH#H*#H --------++++++
+++++++++---------- #*HHH***H**+H ---------+++++
+++++++++---------- H=***==***=++----------+++++
+++++++++-----------==*******==*-------------+++
+++++++++----------- -*HH**H*== --------++
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+++++++++------+=+++=*HHHHH**+#H*H=--#HHHHHHH+=+
++++++++++=+========H##HH##HHH#H***--M#HHHH##+=+
++++++++=*H#**======*HH#HHHH###H*H*H**++++++++=+
+++++++=HHHHH**=====*HH#HHH*#HHH*HHHHHH******==+
++++++HHHHH##******=*HHH#H*HHHHHHH#*###H++++++++
=++++HHH####*#H*******H##H#HHHHHH##MH##HH+++++==
===+HH#H##MMH**HH****HH#H#H##H##HHH*#H#H#H++++==
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=HHH######MM##H#HH###MH*HH##H#####HHM##H##H=+==H
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====###MMM########H########MH##H###MMM######H+=*
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Person score:251 No person score:42
A sketch customized to look like a specific board.
- M5CameraModelB
- T-CameraV05
cd scripts
bash ./sync_from_tflite_micro.sh