ESP32.LD2410.movements-classification-with-Neural-Networks

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ESP32.LD2410.movements-classification-with-Neural-Networks

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# ESP32 + LD2410: Movements Classification with Neural Networks
<img width="1470" height="736" alt="LD2410_logo_1" src="https://github.com/user-attachments/assets/c0e61f25-8609-40fd-b6f3-d97cfcaf1ba8" />

## TensorFlow Linear model for classification of movements
[![Смотреть видео](https://img.youtube.com/vi/ds3CPqLV-MI/0.jpg)](https://youtu.be/ds3CPqLV-MI?si=0B4Ar3Zt-gUVPMvd)

## TensorFlow CNN for classification of movements
[![Смотреть видео](https://img.youtube.com/vi/kC0A1RCqdIc/0.jpg)](https://youtu.be/kC0A1RCqdIc?si=TC4JgU-npr4L001K)

## TensorFlow RNN for classification of movements
[![Смотреть видео](https://img.youtube.com/vi/UZd4lkwPL3Q/0.jpg)](https://youtu.be/UZd4lkwPL3Q?si=_CQqm6VzM37TOQ8O)

## TensorFlow attention and transformer for classification of movements
[![Смотреть видео](https://img.youtube.com/vi/cPqogs8ARUU/0.jpg)](https://youtu.be/cPqogs8ARUU?si=ddpLEhCD1cPn3RXx)

## BOARDS MANAGER:

esp32 by Espressif Systems: https://github.com/espressif/arduino-esp32

## LIBRARY MANAGER:

MyLD2410: https://github.com/iavorvel/MyLD2410

ArduinoBLE by Arduino: https://docs.arduino.cc/libraries/arduinoble/

ESP Async WebServer by Me-No-Dev: https://github.com/mathieucarbou/ESPAsyncWebServer

AsyncTCP by dvarrel: https://github.com/dvarrel/AsyncTCP

WebSockets by Markus Sattler: https://github.com/Links2004/arduinoWebSockets

ArduinoJson by Benoit Blanchon: https://arduinojson.org/?utm_source=meta&utm_medium=library.properties

MicroTFLite by johnosbb and TensorFlow Authors: https://github.com/johnosbb/MicroTFLite

ESP32.LD2410.movements-classification-with-Neural-Networks

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