IOT Home Automation - Low cost and foss powered #BCHH16

IOTHOMEAUTOMATIONIOTHOMEAUTOMATIONIOTHOMEAUTOMATIONIOTHOMEAUTOMATIONIOTHOMEAUTOMATIONIOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATION

IOTHOMEAUTOMATIONIOTHOMEAUTOMATIONLOWCOSTANDFOSSPOWERED

Nik( )@ThYpHoOn

http://twitter.com/ThYpHoOn

DISCLAIMERDISCLAIMERDISCLAIMERDISCLAIMERDISCLAIMERDISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMER

DISCLAIMERDISCLAIMER

MOTIVATIONMOTIVATIONMOTIVATIONMOTIVATIONMOTIVATIONMOTIVATION

MOTIVATION

MOTIVATION

MOTIVATION

MOTIVATION

MOTIVATION

MOTIVATION

MOTIVATION

MOTIVATION

MOTIVATIONMOTIVATION

LEARNLEARNLEARNLEARNLEARNLEARN

LEARN

LEARN

LEARN

LEARN

LEARN

LEARN

LEARN

LEARN

LEARNLEARN

AUTOMATEAUTOMATEAUTOMATEAUTOMATEAUTOMATEAUTOMATE

AUTOMATE

AUTOMATE

AUTOMATE

AUTOMATE

AUTOMATE

AUTOMATE

AUTOMATE

AUTOMATE

AUTOMATEAUTOMATE

SHARESHARESHARESHARESHARESHARE

SHARE

SHARE

SHARE

SHARE

SHARE

SHARE

SHARE

SHARE

SHARESHARE

HACKINGTHINGSISFUNHACKINGTHINGSISFUNHACKINGTHINGSISFUNHACKINGTHINGSISFUNHACKINGTHINGSISFUNHACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUN

HACKINGTHINGSISFUNHACKINGTHINGSISFUN

CONSTRAINSCONSTRAINSCONSTRAINSCONSTRAINSCONSTRAINSCONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINS

CONSTRAINSCONSTRAINS

LOWCOSTLOWCOSTLOWCOSTLOWCOSTLOWCOSTLOWCOST

LOWCOST

LOWCOST

LOWCOST

LOWCOST

LOWCOST

LOWCOST

LOWCOST

LOWCOST

LOWCOSTLOWCOST

PORTABLEPORTABLEPORTABLEPORTABLEPORTABLEPORTABLE

PORTABLE

PORTABLE

PORTABLE

PORTABLE

PORTABLE

PORTABLE

PORTABLE

PORTABLE

PORTABLEPORTABLE

OPENSOURCEOPENSOURCEOPENSOURCEOPENSOURCEOPENSOURCEOPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCE

OPENSOURCEOPENSOURCE

OPENHARDWAREOPENHARDWAREOPENHARDWAREOPENHARDWAREOPENHARDWAREOPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWARE

OPENHARDWAREOPENHARDWARE

1LINER1LINER1LINER1LINER1LINER1LINER

1LINER

1LINER

1LINER

1LINER

1LINER

1LINER

1LINER

1LINER

1LINER1LINER

IOSCOMPATIBLEIOSCOMPATIBLEIOSCOMPATIBLEIOSCOMPATIBLEIOSCOMPATIBLEIOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLE

IOSCOMPATIBLEIOSCOMPATIBLE

IMPLEMENTEDIMPLEMENTEDIMPLEMENTEDIMPLEMENTEDIMPLEMENTEDIMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTED

IMPLEMENTEDIMPLEMENTED

CONTROLLIGHTS/SOCKETSCONTROLLIGHTS/SOCKETSCONTROLLIGHTS/SOCKETSCONTROLLIGHTS/SOCKETSCONTROLLIGHTS/SOCKETSCONTROLLIGHTS/SOCKETS

CONTROLLIGHTS/SOCKETS








CONTROLLIGHTS/SOCKETSCONTROLLIGHTS/SOCKETS

MULTIROOMMUSICMULTIROOMMUSICMULTIROOMMUSICMULTIROOMMUSICMULTIROOMMUSICMULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSIC

MULTIROOMMUSICMULTIROOMMUSIC

MEASURETEMP/HUMIDITYMEASURETEMP/HUMIDITYMEASURETEMP/HUMIDITYMEASURETEMP/HUMIDITYMEASURETEMP/HUMIDITYMEASURETEMP/HUMIDITY

MEASURETEMP/HUMIDITY








MEASURETEMP/HUMIDITYMEASURETEMP/HUMIDITY

RASPBERRYPI+POWERSUPPLYRASPBERRYPI+POWERSUPPLYRASPBERRYPI+POWERSUPPLYRASPBERRYPI+POWERSUPPLYRASPBERRYPI+POWERSUPPLYRASPBERRYPI+POWERSUPPLY

RASPBERRYPI+POWERSUPPLY








RASPBERRYPI+POWERSUPPLYRASPBERRYPI+POWERSUPPLY

40,-€5,-€

10,-€

RUNNINGCOSTS(INTHEORY)RUNNINGCOSTS(INTHEORY)RUNNINGCOSTS(INTHEORY)RUNNINGCOSTS(INTHEORY)RUNNINGCOSTS(INTHEORY)RUNNINGCOSTS(INTHEORY)

RUNNINGCOSTS(INTHEORY)








RUNNINGCOSTS(INTHEORY)RUNNINGCOSTS(INTHEORY)

REMOTECONTROLSOCKETSREMOTECONTROLSOCKETSREMOTECONTROLSOCKETSREMOTECONTROLSOCKETSREMOTECONTROLSOCKETSREMOTECONTROLSOCKETS

REMOTECONTROLSOCKETS








REMOTECONTROLSOCKETSREMOTECONTROLSOCKETS

20+5Euro@Amazon

Project:https://www.pilight.org

https://www.pilight.org/










REMOTECONTROLSOCKETSREMOTECONTROLSOCKETSroot@sarah:~$pilight-receive{ "origin":"sender", "protocol":"elro_800_switch", "code":{"systemcode":31,"unitcode":1,"state":off}, "repeat":1,}

root@sarah:~$pilight-send-pelro_800_switch-u1-s31-t





















REMOTECONTROLBLEBULBREMOTECONTROLBLEBULBREMOTECONTROLBLEBULBREMOTECONTROLBLEBULBREMOTECONTROLBLEBULBREMOTECONTROLBLEBULB

REMOTECONTROLBLEBULB








REMOTECONTROLBLEBULBREMOTECONTROLBLEBULB

[email protected]/ThYpHo0n/BLE-Lixada

https://github.com/ThYpHo0n/BLE-Lixada











[email protected]










REMOTECONTROLBLEBULBREMOTECONTROLBLEBULBroot@sarah:~$pythonlixada.py68:9E:17:05:1D:C9ffffff





















REMOTECONTROLLIGHTSREMOTECONTROLLIGHTSREMOTECONTROLLIGHTSREMOTECONTROLLIGHTSREMOTECONTROLLIGHTSREMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTS

REMOTECONTROLLIGHTSREMOTECONTROLLIGHTS

USETHEAPP!!!USETHEAPP!!!USETHEAPP!!!USETHEAPP!!!USETHEAPP!!!USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!

USETHEAPP!!!USETHEAPP!!!

DASHBUTTONDASHBUTTONDASHBUTTONDASHBUTTONDASHBUTTONDASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTON

DASHBUTTONDASHBUTTON

DEMODEMODEMODEMODEMODEMO

DEMO

DEMO

DEMO

DEMO

DEMO

DEMO

DEMO

DEMO

DEMODEMOYourbrowserdoesnotsupportthevideotag.

MYFLATMYFLATMYFLATMYFLATMYFLATMYFLAT

MYFLAT

MYFLAT

MYFLAT

MYFLAT

MYFLAT

MYFLAT

MYFLAT

MYFLAT

MYFLATMYFLAT

MULTIROOMAUDIOMULTIROOMAUDIOMULTIROOMAUDIOMULTIROOMAUDIOMULTIROOMAUDIOMULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIOMULTIROOMAUDIO

Hardware:RaspiProjects: / ,MPD Mopidy Snapcast

https://www.musicpd.org/

https://www.mopidy.com/

https://github.com/badaix/snapcast


MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO



MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO


MULTIROOMAUDIOMOPIDYMULTIROOMAUDIOMOPIDYMULTIROOMAUDIOMOPIDYMULTIROOMAUDIOMOPIDYMULTIROOMAUDIOMOPIDYMULTIROOMAUDIOMOPIDY

MULTIROOMAUDIOMOPIDY








MULTIROOMAUDIOMOPIDYMULTIROOMAUDIOMOPIDYroot@sarah:~$cat.con g/mopidy/mopidy.conf[mpd]hostname=0.0.0.0

[http]hostname=0.0.0.0

[audio]output=audioresample!audioconvert!audio/x-raw,rate=48000,channels=2,format=S16LE!wavenc! lesinklocation=/tmp/snap fo

[spotify]username=userpassword=pass

[scrobbler]username=Userpassword=pass

[soundcloud]auth_token=t0k3n

[local]media_dir=/opt/media

MULTIROOMAUDIOSNAPCASTMULTIROOMAUDIOSNAPCASTMULTIROOMAUDIOSNAPCASTMULTIROOMAUDIOSNAPCASTMULTIROOMAUDIOSNAPCASTMULTIROOMAUDIOSNAPCAST

MULTIROOMAUDIOSNAPCAST








MULTIROOMAUDIOSNAPCASTMULTIROOMAUDIOSNAPCASTroot@sarah:~$snapserver

root@sarahbath:~$snapclient

root@sarahkitchen:~$snapclient




MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO



MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO



MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO


Shairport

https://github.com/abrasive/shairport


MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO

MULTIROOMAUDIO


MEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITY

MEASURETEMPERATURE&HUMIDITY








MEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITY

DHT22:4-5Euro@Amazon(deliveryfromChina)

, ,Graphite,GrafsywiringPi lol_dht22

https://projects.drogon.net/wiringPi/

https://github.com/technion/lol_dht22




















MEASURETEMPERATURE&HUMIDITYMEASURETEMPERATURE&HUMIDITYpi@sarah:/opt$catgetHumidity.sh#!/bin/bashecho$(/opt/lol_dht22/loldht7|awk'{split($0,a,",");printf"sarah.livingroom.humidity"a[1]""}';echo$(date+%s))>/tmp/humidity&&cat/tmp/humidity|nc-w110.10.0.12003

pi@sarah:/opt$cat/etc/cron.d/sensorMetrics*****root/opt/getHumidity.sh&&/opt/getTemp.sh











HOMEKITINTEGRATIONHOMEKITINTEGRATIONHOMEKITINTEGRATIONHOMEKITINTEGRATIONHOMEKITINTEGRATIONHOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATION

HOMEKITINTEGRATIONHOMEKITINTEGRATION

HAP-NodeJS

homebridge(untested)

https://github.com/KhaosT/HAP-NodeJS

https://github.com/nfarina/homebridge

APPLEHOMEAPPLEHOMEAPPLEHOMEAPPLEHOMEAPPLEHOMEAPPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOMEAPPLEHOME

APPLEHOMEAPPLEHOMEAPPLEHOMEAPPLEHOMEAPPLEHOMEAPPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOME

APPLEHOMEAPPLEHOME

WISHLIST(NOTYETIMPLEMENTED)WISHLIST(NOTYETIMPLEMENTED)WISHLIST(NOTYETIMPLEMENTED)WISHLIST(NOTYETIMPLEMENTED)WISHLIST(NOTYETIMPLEMENTED)WISHLIST(NOTYETIMPLEMENTED)

WISHLIST(NOTYETIMPLEMENTED)








WISHLIST(NOTYETIMPLEMENTED)WISHLIST(NOTYETIMPLEMENTED)RemotecontrolheatersRemotecontrolIRdevicesSmartmirrorRFIDbasedaccesscontrolTexttospeechcontrolRuleengineforscenesAIRemotecontrolwindows/doors...

HEATERSHEATERSHEATERSHEATERSHEATERSHEATERS

HEATERS

HEATERS

HEATERS

HEATERS

HEATERS

HEATERS

HEATERS

HEATERS

HEATERSHEATERS

20Euro@Conrad(sygonixHT100BT)

REMOTECONTROLIRDEVICESREMOTECONTROLIRDEVICESREMOTECONTROLIRDEVICESREMOTECONTROLIRDEVICESREMOTECONTROLIRDEVICESREMOTECONTROLIRDEVICES

REMOTECONTROLIRDEVICES








REMOTECONTROLIRDEVICESREMOTECONTROLIRDEVICES

klenzel'sblogpost

https://klenzel.de/3588

SMARTMIRRORSMARTMIRRORSMARTMIRRORSMARTMIRRORSMARTMIRRORSMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRROR

SMARTMIRRORSMARTMIRROR

build-a-magic-mirror

http://blog.dylanjpierce.com/raspberrypi/magicmirror/tutorial/2015/12/27/build-a-magic-mirror.html

RFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROL

RFIDBASEDACCESSCONTROL








RFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROL

Keymatic140Euro@Amazon

https://www.amazon.de/EQ3-HomeMatic-KeyMatic-Funk-T%C3%BCrschloss-131762/dp/B00FFE1BUE/

RFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROL









RFIDBASEDACCESSCONTROLRFIDBASEDACCESSCONTROL

Electromagnetdoorlock35Euro Relayboard2.30Euro (china)

@Amazon@Amazon

makeuseof.comblogpost

https://www.amazon.de/KKmoon-Elektromagnetisch/dp/B01BY6VXV8/

https://www.amazon.de/Kanal-Relais-Module-Arduino-TTL-Logik/dp/B00ALNJN72/

http://www.makeuseof.com/tag/auto-locking-office-door-smartphone-proximity-sensor/

INDOORLOCATIONTRACKINGINDOORLOCATIONTRACKINGINDOORLOCATIONTRACKINGINDOORLOCATIONTRACKINGINDOORLOCATIONTRACKINGINDOORLOCATIONTRACKING

INDOORLOCATIONTRACKING








INDOORLOCATIONTRACKINGINDOORLOCATIONTRACKING

PROXIMITYPROXIMITYPROXIMITYPROXIMITYPROXIMITYPROXIMITY

PROXIMITY

PROXIMITY

PROXIMITY

PROXIMITY

PROXIMITY

PROXIMITY

PROXIMITY

PROXIMITY

PROXIMITYPROXIMITY

PiBeacon.pdfmakeuseof.com/diy-ibeacon

https://cdn-learn.adafruit.com/downloads/pdf/pibeacon-ibeacon-with-a-raspberry-pi.pdf

http://www.makeuseof.com/tag/build-diy-ibeacon-raspberry-pi/

TEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROL

USBmicrofone10-20Euro

AmazonAlexaonaRaspberryPiConnectAlexawithIFTTT

https://github.com/amzn/alexa-avs-raspberry-pi

http://www.cnet.com/how-to/how-to-craft-your-own-custom-voice-commands-for-amazon-echos-alexa/

TEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROL

TEXTTOSPEECHCONTROLTEXTTOSPEECHCONTROL

JasperProjectoscarlian.comblogpost

https://jasperproject.github.io/documentation/configuration/

https://oscarliang.com/raspberry-pi-voice-recognition-works-like-siri/

MACHINELEARNINGMACHINELEARNINGMACHINELEARNINGMACHINELEARNINGMACHINELEARNINGMACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNING

MACHINELEARNINGMACHINELEARNING

"Ineverpredictanything,andIneverwill."PaulGascoigne

AI'SOUTTHEREAI'SOUTTHEREAI'SOUTTHEREAI'SOUTTHEREAI'SOUTTHEREAI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHERE

AI'SOUTTHEREAI'SOUTTHERE

IBMWatson

GooglepredictionAPI

https://www.ibm.com/watson/

https://cloud.google.com/prediction/docs/

BUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAIBUILDYOUROWNAI

synaptic.jsJSUnconftalkaboutmachienlearning

http://synaptic.juancazala.com/

https://www.youtube.com/watch?v=M5glN6XjDv8

BUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAIBUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAI

BUILDYOUROWNAIBUILDYOUROWNAIconstsynaptic=require('synaptic');

constLayer=synaptic.Layer;constNetwork=synaptic.Network;constTrainer=synaptic.Trainer;

constinputLayer=newLayer(784);consthiddenLayer=newLayer(100);constoutputLayer=newLayer(10);

inputLayer.project(hiddenLayer);hiddenLayer.project(outputLayer);

constmyNetwork=newNetwork({input:inputLayer,hidden:[hiddenLayer],output:outputLayer});

consttrainer=newTrainer(myNetwork);trainer.train(trainingSet,{rate:.2,iterations:20,error:.1,shuf e:true,log:1,cost:Trainer.cost.CROSS_ENTROPY});

SOMEPICSSOMEPICSSOMEPICSSOMEPICSSOMEPICSSOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICSSOMEPICS


SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICSSOMEPICS


SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICSSOMEPICS


SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICS

SOMEPICSSOMEPICS

QUESTIONS?QUESTIONS?QUESTIONS?QUESTIONS?QUESTIONS?QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?

QUESTIONS?QUESTIONS?

THANKS!THANKS!THANKS!THANKS!THANKS!THANKS!

THANKS!

THANKS!

THANKS!

THANKS!

THANKS!

THANKS!

THANKS!

THANKS!

THANKS!THANKS!

Technology

IOT Home Automation - Low cost and foss powered #BCHH16