chore: import local project into Gitea
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# TensorFlowLite_ESP32
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https://www.tensorflow.org/lite/microcontrollers/overview
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https://github.com/espressif/tflite-micro-esp-examples
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## Overview
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This library runs TensorFlow machine learning models on microcontrollers, allowing you to build AI/ML applications powered by deep learning and neural networks.
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With the included examples, you can recognize speech, detect people using a camera, and recognise "magic wand" gestures using an accelerometer.
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The examples work best with the M5StickC(ESP32) board, which has a microphone and accelerometer.
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## Examples
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### hello_world
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Outputs sine waves to serial outputs and build-in LEDs.
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### micro_speech
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This is a sample of speech recognition.
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The audio_provider and command_responder must be modified according to the environment in which they are used.
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### person_detection
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It is a person detection using a camera.
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The image_provider and detection_responder must be modified according to the environment in which they are used.
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## OldExamples
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This is a sample for older versions. It will not work as it is.
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### magic_wand
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This is gesture recognition using acceleration.
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The accelerometer_handler and output_handler must be modified according to the environment in which they are used.
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### magic_wand_*
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A sketch customized to look like a specific board.
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- M5StickC
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- M5StackFire
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### micro_speech_*
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A sketch customized to look like a specific board.
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- ESP-EYE
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- M5StickC
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- M5StackFire
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- ATOM Echo
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### person_detection_ESP32-Camera
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It is a person detection using a camera.
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This is a sample of using the ESP32 camera driver. Please configure the device you want to use in config.h.
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#### Output sample
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```
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================================================
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==========================+=====================
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==================++-+++++++++=**--++++++++++++=
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===++++++++++++++++HH#-------=HH*-++++++++++++++
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+++++++++++++++---+HHH------+HH#-----#H+++++++++
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++++++++++++++-----HHH+---- HHHH----HHH-++++++++
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++++++++++++-------HHHH----HHH* ---HHH*-++++++++
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++++++++++---------HHHH ---***=---=*HH---+++++++
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++++++++++---------H***= +***---H*H* ----++++++
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++++++++++--------- ****=-***H ***H+------+++++
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++++++HHHH*+------- *************** -----#H#-+++
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+++++++ ###HH------**H**********H* --+HHHHHH*+=+
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+++++++++M##HH----+H*HHHHHHHHHHHHHHH#H#HHHHH*+=+
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+++++++++++#HHHHH=HHHHHHH#H#HHHHHHHH#H####H##+=+
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+++++++++++ HHHHHHHHHHHH####H##HH#HH=+++++++++=+
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++++++++*=+++#####################HH**********=+
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=++++++##M*++ ######H#############H-++++++++++++
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===++++#H*=M=++M#################H+++++++++++===
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======+++==M++++*###############H +++++++++++===
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======H*MHMH=+++++##############++++++++++++====
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==============+++=*###########H++++====*++==+==H
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==================###########H++++-+============
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*================+##########H###H=*+======*==+=*
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H**==============###########*===-HH+===+======**
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Person score:89 No person score:226
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```
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```
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=======================+++======================
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====================+=+++++++++=================
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=================++++++++==++-----++++++++++++++
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=+++++++++++++++------*H*H#H#H=+----++++++++++++
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++++++++++++++------*H#HH##HHH*H-------+++++++++
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+++++++++++-------- ##HHHHHHH*H##-------++++++++
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++++++++++---------H#*H#HHHH#H*#H --------++++++
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+++++++++---------- #*HHH***H**+H ---------+++++
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+++++++++---------- H=***==***=++----------+++++
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+++++++++-----------==*******==*-------------+++
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+++++++++----------- -*HH**H*== --------++
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+++++++++------------H******** --HHHHHHH*+=+
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+++++++++------+=+++=*HHHHH**+#H*H=--#HHHHHHH+=+
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++++++++++=+========H##HH##HHH#H***--M#HHHH##+=+
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++++++++=*H#**======*HH#HHHH###H*H*H**++++++++=+
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+++++++=HHHHH**=====*HH#HHH*#HHH*HHHHHH******==+
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++++++HHHHH##******=*HHH#H*HHHHHHH#*###H++++++++
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=++++HHH####*#H*******H##H#HHHHHH##MH##HH+++++==
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===+HH#H##MMH**HH****HH#H#H##H##HHH*#H#H#H++++==
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==*HH#####MM#HHH*HHH####HHHH#####HHHH##*##=++===
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=HHH######MM##H#HH###MH*HH##H#####HHM##H##H=+==H
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==+M####MMM########M=H###HH#######H#MMH#####====
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====###MMM########H########MH##H###MMM######H+=*
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===##H#MMM#####H###M#HHHHHHH####HH#MMMMM####H-**
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Person score:251 No person score:42
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```
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### person_detection_*
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A sketch customized to look like a specific board.
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- M5CameraModelB
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- T-CameraV05
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## How to make this library
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```
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cd scripts
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bash ./sync_from_tflite_micro.sh
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```
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## special thanks
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- https://www.tensorflow.org/lite/microcontrollers/overview
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- Arduino_TensorFlowLite librarie
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- https://github.com/adafruit/Adafruit_TFLite
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- https://github.com/boochow/TFLite_Micro_MagicWand_M5Stack
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- https://github.com/boochow/TFLite_Micro_MicroSpeech_M5Stack/tree/m5stickc
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