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Title: TensorFlow Lite - Tasmota

Description: Documentation (Wiki) for Tasmota

Generator: mkdocs-1.6.1, mkdocs-material-9.7.6

direct link

Domain: tasmota.github.io

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Skip to content https://tasmota.github.io/docs/TFL/#tensorflow-lite
https://tasmota.github.io/docs/
arendst/tasmota https://github.com/arendst/tasmota
Home https://tasmota.github.io/docs/
Features https://tasmota.github.io/docs/Features/
ESP32 https://tasmota.github.io/docs/ESP32/
Smart Home Integrations https://tasmota.github.io/docs/Integrations/
Peripherals https://tasmota.github.io/docs/Supported-Peripherals/
Supported Devices https://tasmota.github.io/docs/Configuration-Procedure-for-New-Devices/
Help https://tasmota.github.io/docs/FAQ/
Web Installer http://tasmota.github.io/install
https://tasmota.github.io/docs/
arendst/tasmota https://github.com/arendst/tasmota
News https://tasmota.github.io/docs/
About https://tasmota.github.io/docs/About/
Getting Started https://tasmota.github.io/docs/Getting-Started/
Upgrading https://tasmota.github.io/docs/Upgrading/
MQTT https://tasmota.github.io/docs/MQTT/
Commands https://tasmota.github.io/docs/Commands/
Templates https://tasmota.github.io/docs/Templates/
Components https://tasmota.github.io/docs/Components/
Modules https://tasmota.github.io/docs/Modules/
Peripherals https://tasmota.github.io/docs/Peripherals/
WebUI https://tasmota.github.io/docs/WebUI/
Firmware Builds https://tasmota.github.io/docs/Firmware-Builds/
Compiling https://tasmota.github.io/docs/Compile-your-build/
Contributing https://tasmota.github.io/docs/Contributing/
Download https://tasmota.github.io/docs/Download/
Project Showcase https://github.com/arendst/Tasmota/discussions/categories/show-and-tell
For Developers https://tasmota.github.io/docs/For-Developers/
Introduction https://tasmota.github.io/docs/Features/
Analog Pin https://tasmota.github.io/docs/ADC/
ArtNet DMX https://tasmota.github.io/docs/ArtNet/
Buttons and Switches https://tasmota.github.io/docs/Buttons-and-Switches/
DeepSleep https://tasmota.github.io/docs/DeepSleep/
Device Groups https://tasmota.github.io/docs/Device-Groups/
Universal Display and Universal Touch drivers (uDisplay/uTouch) https://tasmota.github.io/docs/Universal-Display-Driver/
Displays https://tasmota.github.io/docs/Displays/
Dynamic Sleep https://tasmota.github.io/docs/Dynamic-Sleep/
I2C Devices https://tasmota.github.io/docs/I2CDEVICES/
I2S Audio https://tasmota.github.io/docs/I2S-Audio/
IPv6 https://tasmota.github.io/docs/IPv6/
Lights https://tasmota.github.io/docs/Lights/
Matter https://tasmota.github.io/docs/Matter/
PIR Motion Sensors https://tasmota.github.io/docs/PIR-Motion-Sensors/
Power Monitoring Calibration https://tasmota.github.io/docs/Power-Monitoring-Calibration/
PWM Dimmer https://tasmota.github.io/docs/PWM-dimmer-switch/
Rules https://tasmota.github.io/docs/Rules/
Scripting Language https://tasmota.github.io/docs/Scripting-Language/
Shutters and Blinds https://tasmota.github.io/docs/Blinds-and-Shutters/
Arduino MCU https://tasmota.github.io/docs/TasmotaClient/
BLE Gateway https://tasmota.github.io/docs/Bluetooth/
DALI https://tasmota.github.io/docs/DALI/
HDMI CEC https://tasmota.github.io/docs/HDMI_CEC/
IR Communication https://tasmota.github.io/docs/Tasmota-IR/
LCD/DLP Projector Control https://tasmota.github.io/docs/Projector/
LoRa and LoRaWan Bridge https://tasmota.github.io/docs/LoRa-and-LoRaWan-Bridge/
Modbus Bridge https://tasmota.github.io/docs/Modbus-Bridge/
OpenTherm https://tasmota.github.io/docs/OpenTherm/
RF Communication https://tasmota.github.io/docs/RF-Protocol/
Serial to TCP Bridge https://tasmota.github.io/docs/Serial-to-TCP-Bridge/
TWAI https://tasmota.github.io/docs/TWAI/
Telegram https://tasmota.github.io/docs/Telegram/
Zigbee https://tasmota.github.io/docs/Zigbee/
Smart Meter Interface https://tasmota.github.io/docs/Smart-Meter-Interface/
Thermostat https://tasmota.github.io/docs/Thermostat/
Timers https://tasmota.github.io/docs/Timers/
TLS Secured MQTT https://tasmota.github.io/docs/TLS/
TuyaMCU https://tasmota.github.io/docs/TuyaMCU/
Universal File System https://tasmota.github.io/docs/UFS/
Wi-Fi Range Extender https://tasmota.github.io/docs/Range-Extender/
Wireguard VPN https://tasmota.github.io/docs/Wireguard/
Projects and Tutorials https://tasmota.github.io/docs/Tutorials/
Tasmota32 Features https://tasmota.github.io/docs/ESP32/
Berry https://tasmota.github.io/docs/Berry/
Bluetooth Low Energy https://tasmota.github.io/docs/Bluetooth_ESP32/
LVGL https://tasmota.github.io/docs/LVGL/
HASPmota https://tasmota.github.io/docs/HASPmota/
Matter https://tasmota.github.io/docs/Matter/
Tasmota Extension https://tasmota.github.io/docs/Tasmota-Extension/
Tasmota Application Files https://tasmota.github.io/docs/Tasmota-Application/
TensorFlow Lite https://tasmota.github.io/docs/TFL/
Different Levels of TensorFlow https://tasmota.github.io/docs/TFL/#different-levels-of-tensorflow
Machine Learning ... is what exactly again? https://tasmota.github.io/docs/TFL/#machine-learning-is-what-exactly-again
Design Considerations for Tasmota https://tasmota.github.io/docs/TFL/#design-considerations-for-tasmota
Speech Recognition https://tasmota.github.io/docs/TFL/#speech-recognition
Usage https://tasmota.github.io/docs/TFL/#usage
"Hello World" Sort Of... https://tasmota.github.io/docs/TFL/#hello-world-sort-of
Speech Recognition / Keyword Spotting https://tasmota.github.io/docs/TFL/#speech-recognition-keyword-spotting
Create Training Data https://tasmota.github.io/docs/TFL/#create-training-data
General strategies https://tasmota.github.io/docs/TFL/#general-strategies
Edge Impulse https://tasmota.github.io/docs/TFL/#edge-impulse
Tasmota Side https://tasmota.github.io/docs/TFL/#tasmota-side
Image classification https://tasmota.github.io/docs/TFL/#image-classification
ML-learning by doing https://tasmota.github.io/docs/TFL/#ml-learning-by-doing
Camera setup https://tasmota.github.io/docs/TFL/#camera-setup
ROI creation https://tasmota.github.io/docs/TFL/#roi-creation
Model training https://tasmota.github.io/docs/TFL/#model-training
Berry implementation https://tasmota.github.io/docs/TFL/#berry-implementation
Touch GPIOs https://tasmota.github.io/docs/TouchPin/
Safeboot Partition Layout https://tasmota.github.io/docs/Safeboot/
Supported Devices https://templates.blakadder.com/esp32
Introduction https://tasmota.github.io/docs/Integrations/
Alexa https://tasmota.github.io/docs/Alexa/
AWS IoT https://tasmota.github.io/docs/AWS-IoT/
Domoticz https://tasmota.github.io/docs/Domoticz/
Home Assistant https://tasmota.github.io/docs/Home-Assistant/
Homebridge https://tasmota.github.io/docs/Homebridge/
Homey https://homey.app/en-us/app/com.paveld.tasmota/Tasmota-MQTT/
HomeSeer https://tasmota.github.io/docs/HomeSeer/
IP Symcon https://tasmota.github.io/docs/IP-Symcon/
KNX https://tasmota.github.io/docs/KNX/
NodeRed https://tasmota.github.io/docs/NodeRed/
nymea https://tasmota.github.io/docs/nymea/
OctoPrint https://tasmota.github.io/docs/Octoprint/
openHAB https://tasmota.github.io/docs/openHAB/
Otto https://tasmota.github.io/docs/otto/
IOBroker https://github.com/arendst/Tasmota/issues/3769
Mozilla WebThings Adapter https://github.com/tim-hellhake/tasmota-adapter
SmartThings https://github.com/hongtat/tasmota-connect
Tasmohab https://github.com/Gifford47/tasmohab/blob/master/README.md
Peripherals https://tasmota.github.io/docs/Supported-Peripherals/
Configure Unknown Device https://tasmota.github.io/docs/Configuration-Procedure-for-New-Devices/
All Supported Devices https://templates.blakadder.com/
Wi-Fi Module Pinouts https://tasmota.github.io/docs/Pinouts/
Supported Modules https://tasmota.github.io/docs/Supported-Modules/
FAQ https://tasmota.github.io/docs/FAQ/
Troubleshooting https://tasmota.github.io/docs/Troubleshooting/
Device Recovery https://tasmota.github.io/docs/Device-Recovery/
Discord Support https://discord.gg/Ks2Kzd4
Web Installer http://tasmota.github.io/install
Different Levels of TensorFlow https://tasmota.github.io/docs/TFL/#different-levels-of-tensorflow
Machine Learning ... is what exactly again? https://tasmota.github.io/docs/TFL/#machine-learning-is-what-exactly-again
Design Considerations for Tasmota https://tasmota.github.io/docs/TFL/#design-considerations-for-tasmota
Speech Recognition https://tasmota.github.io/docs/TFL/#speech-recognition
Usage https://tasmota.github.io/docs/TFL/#usage
"Hello World" Sort Of... https://tasmota.github.io/docs/TFL/#hello-world-sort-of
Speech Recognition / Keyword Spotting https://tasmota.github.io/docs/TFL/#speech-recognition-keyword-spotting
Create Training Data https://tasmota.github.io/docs/TFL/#create-training-data
General strategies https://tasmota.github.io/docs/TFL/#general-strategies
Edge Impulse https://tasmota.github.io/docs/TFL/#edge-impulse
Tasmota Side https://tasmota.github.io/docs/TFL/#tasmota-side
Image classification https://tasmota.github.io/docs/TFL/#image-classification
ML-learning by doing https://tasmota.github.io/docs/TFL/#ml-learning-by-doing
Camera setup https://tasmota.github.io/docs/TFL/#camera-setup
ROI creation https://tasmota.github.io/docs/TFL/#roi-creation
Model training https://tasmota.github.io/docs/TFL/#model-training
Berry implementation https://tasmota.github.io/docs/TFL/#berry-implementation
https://github.com/tasmota/docs/blob/master/docs/TFL.md
~https://tasmota.github.io/docs/TFL/#tensorflow-lite
~https://tasmota.github.io/docs/TFL/#different-levels-of-tensorflow
TensorFlowhttps://www.tensorflow.org
TensorFlow Litehttps://www.tensorflow.org/lite
TensorFlow Lite for Microcontrollershttps://www.tensorflow.org/lite/microcontrollers
forkhttps://github.com/espressif/esp-nn
~https://tasmota.github.io/docs/TFL/#machine-learning-is-what-exactly-again
~https://tasmota.github.io/docs/TFL/#design-considerations-for-tasmota
~https://tasmota.github.io/docs/TFL/#speech-recognition
Speechpyhttps://github.com/astorfi/speechpy
Edge Impulsehttps://www.edgeimpulse.com
Edge Impulsehttps://www.edgeimpulse.com
~https://tasmota.github.io/docs/TFL/#usage
https://netron.apphttps://netron.app
~https://tasmota.github.io/docs/TFL/#hello-world-sort-of
in these videoshttps://www.youtube.com/watch?v=BzzqYNYOcWc&t=2s
~https://tasmota.github.io/docs/TFL/#speech-recognition-keyword-spotting
Responding to your voicehttps://docs.edgeimpulse.com/docs/tutorials/responding-to-your-voice
MFEhttps://docs.edgeimpulse.com/docs/edge-impulse-studio/processing-blocks/audio-mfe?q=mfe
MFCChttps://docs.edgeimpulse.com/docs/edge-impulse-studio/processing-blocks/audio-mfcc?q=mfe
~https://tasmota.github.io/docs/TFL/#create-training-data
I2S-Audio for ESP32https://tasmota.github.io/docs/I2S-Audio_ESP32/
wavrec.behttps://github.com/arendst/Tasmota/blob/development/tasmota/berry/audio/wavrec.be
Edge Impulsehttps://www.edgeimpulse.com/
~https://tasmota.github.io/docs/TFL/#general-strategies
~https://tasmota.github.io/docs/TFL/#edge-impulse
Edge Impulsehttps://www.edgeimpulse.com/
~https://tasmota.github.io/docs/TFL/#tasmota-side
~https://tasmota.github.io/docs/TFL/#image-classification
AI-on-the-edge-devicehttps://jomjol.github.io/AI-on-the-edge-device-docs/
~https://tasmota.github.io/docs/TFL/#ml-learning-by-doing
~https://tasmota.github.io/docs/TFL/#camera-setup
~https://tasmota.github.io/docs/TFL/#roi-creation
ROI editorhttps://tasmota.github.io/docs/ROI-editor/
~https://tasmota.github.io/docs/TFL/#model-training
7-segmenthttps://studio.edgeimpulse.com/public/436849/live
~https://tasmota.github.io/docs/TFL/#berry-implementation
dt.jpghttps://tasmota.github.io/docs/_media/ml/dt.jpg
modelhttps://studio.edgeimpulse.com/v1/api/436849/learn-data/14/model/tflite-int8
Material for MkDocs https://squidfunk.github.io/mkdocs-material/
https://discord.gg/Ks2Kzd4
https://t.me/tasmota
https://github.com/tasmota

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