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# Kom godt i gang med IoT
I denne del af pensum vil du blive introduceret til Internet of Things og lære de grundlæggende begreber, herunder hvordan du bygger dit første 'Hello World'-IoT-projekt, der forbinder til skyen. Dette projekt er en natlampe, der lyser op, når lysniveauerne målt af en sensor falder.

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# Introduktion til IoT
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-1.2606670fa61ee904687da5d6fa4e726639d524d064c895117da1b95b9ff6251d.jpg)

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# Undersøg et IoT-projekt
## Instruktioner

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# Raspberry Pi
[Raspberry Pi](https://raspberrypi.org) er en enkeltbrætscomputer. Du kan tilføje sensorer og aktuatorer ved hjælp af en bred vifte af enheder og økosystemer, og i disse lektioner bruger vi et hardware-økosystem kaldet [Grove](https://www.seeedstudio.com/category/Grove-c-1003.html). Du vil programmere din Pi og tilgå Grove-sensorerne ved hjælp af Python.

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# Virtuel single-board computer
I stedet for at købe en IoT-enhed sammen med sensorer og aktuatorer, kan du bruge din computer til at simulere IoT-hardware. [CounterFit-projektet](https://github.com/CounterFit-IoT/CounterFit) giver dig mulighed for at køre en app lokalt, der simulerer IoT-hardware såsom sensorer og aktuatorer, og få adgang til sensorer og aktuatorer fra lokal Python-kode, som er skrevet på samme måde som den kode, du ville skrive på en Raspberry Pi med fysisk hardware.

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# Wio Terminal
[Wio Terminal fra Seeed Studios](https://www.seeedstudio.com/Wio-Terminal-p-4509.html) er en Arduino-kompatibel mikrocontroller med indbygget WiFi, sensorer og aktuatorer samt porte til at tilføje flere sensorer og aktuatorer via et hardwareøkosystem kaldet [Grove](https://www.seeedstudio.com/category/Grove-c-1003.html).

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# En dybere indsigt i IoT
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-2.324b0580d620c25e0a24fb7fddfc0b29a846dd4b82c08e7a9466d580ee78ce51.jpg)

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# Sammenlign og kontraster mikrocontrollere og single-board computere
## Instruktioner

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# Interager med den fysiske verden med sensorer og aktuatorer
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-3.cc3b7b4cd646de598698cce043c0393fd62ef42bac2eaf60e61272cd844250f4.jpg)

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# Forskning i sensorer og aktuatorer
## Instruktioner

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# Byg en natlampe - Raspberry Pi
I denne del af lektionen vil du tilføje en LED til din Raspberry Pi og bruge den til at skabe en natlampe.

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# Byg en natlampe - Raspberry Pi
I denne del af lektionen vil du tilføje en lyssensor til din Raspberry Pi.

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# Byg en natlampe - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en LED til din virtuelle IoT-enhed og bruge den til at skabe en natlampe.

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# Byg en natlampe - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en lyssensor til din virtuelle IoT-enhed.

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# Byg en natlampe - Wio Terminal
I denne del af lektionen vil du tilføje en LED til din Wio Terminal og bruge den til at lave en natlampe.

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# Tilføj en sensor - Wio Terminal
I denne del af lektionen vil du bruge lyssensoren på din Wio Terminal.

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# Tilslut din enhed til internettet
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-4.7344e074ea68fa545fd320b12dce36d72dd62d28c3b4596cb26cf315f434b98f.jpg)

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# Sammenlign og kontrast MQTT med andre kommunikationsprotokoller
## Instruktioner

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# Styr din natlampe over internettet - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du abonnere på kommandoer sendt fra en MQTT-broker til din Raspberry Pi eller virtuelle IoT-enhed.

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# Styr din natlampe over internettet - Virtuel IoT-hardware og Raspberry Pi
IoT-enheden skal kodes til at kommunikere med *test.mosquitto.org* ved hjælp af MQTT for at sende telemetridata med lysfølerens aflæsninger og modtage kommandoer til at styre LED'en.

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# Styr din natlampe over internettet - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du sende telemetri med lysniveauer fra din Raspberry Pi eller virtuelle IoT-enhed til en MQTT-broker.

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# Styr din natlampe over internettet - Wio Terminal
I denne del af lektionen vil du abonnere på kommandoer sendt fra en MQTT-broker til din Wio Terminal.

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# Styr din natlampe over internettet - Wio Terminal
IoT-enheden skal kodes til at kommunikere med *test.mosquitto.org* ved hjælp af MQTT for at sende telemetriværdier med lysfølerens aflæsning og modtage kommandoer til at styre LED'en.

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# Styr din natlampe over internettet - Wio Terminal
I denne del af lektionen vil du sende telemetri med lysniveauer fra din Wio Terminal til MQTT-broker.

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# Landbrug med IoT
Efterhånden som befolkningen vokser, øges også presset på landbruget. Mængden af tilgængelig jord ændrer sig ikke, men klimaet gør - hvilket giver endnu flere udfordringer for landmænd, især de 2 milliarder [subsistenslandmænd](https://wikipedia.org/wiki/Subsistence_agriculture), der er afhængige af det, de dyrker, for at kunne spise og forsørge deres familier. IoT kan hjælpe landmænd med at træffe smartere beslutninger om, hvad de skal dyrke, og hvornår de skal høste, øge udbyttet, reducere mængden af manuelt arbejde og opdage samt håndtere skadedyr.

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# Forudsig plantevækst med IoT
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-5.42b234299279d263143148b88ab4583861a32ddb03110c6c1120e41bb88b2592.jpg)

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# Visualiser GDD-data ved hjælp af en Jupyter Notebook
## Instruktioner

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# Mål temperatur - Raspberry Pi
I denne del af lektionen vil du tilføje en temperatursensor til din Raspberry Pi.

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# Udgiv temperatur - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du udgive temperaturværdier, der er registreret af Raspberry Pi eller Virtuel IoT-enhed via MQTT, så de senere kan bruges til at beregne GDD.

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# Mål temperatur - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en temperatursensor til din virtuelle IoT-enhed.

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# Udgiv temperatur - Wio Terminal
I denne del af lektionen vil du udgive de temperaturværdier, som Wio Terminal registrerer, via MQTT, så de senere kan bruges til at beregne GDD.

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# Mål temperatur - Wio Terminal
I denne del af lektionen vil du tilføje en temperatursensor til din Wio Terminal og aflæse temperaturværdier fra den.

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C, udtalt *I-squared-C*, er en multi-controller, multi-periferi protokol, hvor enhver tilsluttet enhed kan fungere som enten controller eller periferi og kommunikere over I²C-bussen (navnet for et kommunikationssystem, der overfører data). Data sendes som adresserede pakker, hvor hver pakke indeholder adressen på den tilsluttede enhed, den er beregnet til.
> 💁 Denne model blev tidligere omtalt som master/slave, men denne terminologi er ved at blive udfaset på grund af dens association med slaveri. [Open Source Hardware Association har vedtaget controller/periferi](https://www.oshwa.org/a-resolution-to-redefine-spi-signal-names/), men du kan stadig støde på referencer til den gamle terminologi.

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# Kalibrer din sensor
## Instruktioner

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# Mål jordfugtighed - Raspberry Pi
I denne del af lektionen vil du tilføje en kapacitiv jordfugtighedssensor til din Raspberry Pi og aflæse værdier fra den.

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# Mål jordfugtighed - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en kapacitiv jordfugtighedssensor til din virtuelle IoT-enhed og læse værdier fra den.

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# Mål jordfugtighed - Wio Terminal
I denne del af lektionen vil du tilføje en kapacitiv jordfugtighedssensor til din Wio Terminal og aflæse værdier fra den.

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# Automatisk plantevanding
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-7.30b5f577d3cb8e031238751475cb519c7d6dbaea261b5df4643d086ffb2a03bb.jpg)

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# Byg en mere effektiv vandingscyklus
## Instruktioner

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# Styr en relæ - Raspberry Pi
I denne del af lektionen vil du tilføje et relæ til din Raspberry Pi ud over jordfugtighedssensoren og styre det baseret på jordfugtighedsniveauet.

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# Styr en relæ - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje et relæ til din virtuelle IoT-enhed ud over jordfugtighedssensoren og styre det baseret på jordfugtighedsniveauet.

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# Styr et relæ - Wio Terminal
I denne del af lektionen vil du tilføje et relæ til din Wio Terminal ud over jordfugtighedssensoren og styre det baseret på jordfugtighedsniveauet.

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# Migrér din plante til skyen
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-8.3f21f3c11159e6a0a376351973ea5724d5de68fa23b4288853a174bed9ac48c3.jpg)

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# Lær om cloud-tjenester
## Instruktioner

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# Tilslut din IoT-enhed til skyen - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du tilslutte din virtuelle IoT-enhed eller Raspberry Pi til din IoT Hub for at sende telemetri og modtage kommandoer.

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# Tilslut din IoT-enhed til skyen - Wio Terminal
I denne del af lektionen vil du forbinde din Wio Terminal til din IoT Hub for at sende telemetri og modtage kommandoer.

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# Migrer din applikationslogik til skyen
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-9.dfe99c8e891f48e179724520da9f5794392cf9a625079281ccdcbf09bd85e1b6.jpg)

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# Tilføj manuel relækontrol
## Instruktioner

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# Hold din plante sikker
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-10.829c86b80b9403bb770929ee553a1d293afe50dc23121aaf9be144673ae012cc.jpg)

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# Byg en ny IoT-enhed
## Instruktioner

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# Brug X.509-certifikatet i din enhedskode - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du forbinde din virtuelle IoT-enhed eller Raspberry Pi til din IoT Hub ved hjælp af X.509-certifikatet.

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# Brug X.509-certifikatet i din enhedskode - Wio Terminal
På tidspunktet for skrivningen understøtter Azure Arduino SDK ikke X.509-certifikater. Hvis du ønsker at eksperimentere med X.509-certifikater, kan du henvise til [Virtuelle IoT-enhedsinstruktioner ved brug af Python SDK](single-board-computer-x509.md)

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# Transport fra gård til fabrik - brug af IoT til at spore fødevareleverancer
Mange landmænd dyrker fødevarer til salg - enten er de kommercielle landmænd, der sælger alt, hvad de dyrker, eller også er de selvforsynende landmænd, der sælger deres overskudsproduktion for at købe nødvendigheder. På en eller anden måde skal fødevarerne transporteres fra gården til forbrugeren, og dette afhænger normalt af bulktransport fra gårde til knudepunkter eller forarbejdningsanlæg og derefter til butikker. For eksempel vil en tomatdyrker høste tomater, pakke dem i kasser, læsse kasserne på en lastbil og derefter levere dem til et forarbejdningsanlæg. Tomaterne vil derefter blive sorteret og derfra leveret til forbrugerne i form af forarbejdede fødevarer, detailsalg eller som ingredienser på restauranter.

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# Sporing af placering
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-11.9fddbac4b664c6d50ab7ac9bb32f1fc3f945f03760e72f7f43938073762fb017.jpg)

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# Undersøg andre GPS-data
## Instruktioner

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# Læs GPS-data - Raspberry Pi
I denne del af lektionen vil du tilføje en GPS-sensor til din Raspberry Pi og læse værdier fra den.

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# Dekodér GPS-data - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du dekodere NMEA-beskeder, der er læst fra GPS-sensoren af Raspberry Pi eller Virtuel IoT-enhed, og udtrække bredde- og længdegrad.

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# Læs GPS-data - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en GPS-sensor til din virtuelle IoT-enhed og læse værdier fra den.

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# Dekodér GPS-data - Wio Terminal
I denne del af lektionen vil du dekodere NMEA-beskeder, der er læst fra GPS-sensoren af Wio Terminal, og udtrække bredde- og længdegrad.

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# Læs GPS-data - Wio Terminal
I denne del af lektionen vil du tilføje en GPS-sensor til din Wio Terminal og læse værdier fra den.

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# Gem lokationsdata
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-12.ca7f53039712a3ec14ad6474d8445361c84adab643edc53fa6269b77895606bb.jpg)

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# Undersøg funktion bindings
## Instruktioner

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# Visualiser lokationsdata
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-13.a259db1485021be7d7c72e90842fbe0ab977529e8684c179b5fb1ea75e92b3ef.jpg)

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# Udrul din app
## Instruktioner

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# Geofences
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-14.63980c5150ae3c153e770fb71d044c1845dce79248d86bed9fc525adf3ede73c.jpg)

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# Send notifikationer ved hjælp af Twilio
## Instruktioner

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# Produktion og forarbejdning - brug af IoT til at forbedre fødevareforarbejdning
Når fødevarer når et centralt knudepunkt eller en forarbejdningsfabrik, bliver de ikke altid bare sendt videre til supermarkeder. Ofte gennemgår fødevarerne en række forarbejdningsprocesser, såsom sortering efter kvalitet. Dette var tidligere en manuel proces - det startede på marken, hvor plukkere kun plukkede modne frugter, og på fabrikken kørte frugten på et transportbånd, hvor medarbejdere manuelt fjernede beskadiget eller rådden frugt. Efter selv at have plukket og sorteret jordbær som sommerjob under skolegangen, kan jeg bekræfte, at det ikke er en sjov opgave.

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# Træn en frugtkvalitetsdetektor
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-15.843d21afdc6fb2bba70cd9db7b7d2f91598859fafda2078b0bdc44954194b6c0.jpg)

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# Træn din klassifikator til flere frugter og grøntsager
## Instruktioner

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# Kontroller frugtkvalitet med en IoT-enhed
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-16.215daf18b00631fbdfd64c6fc2dc6044dff5d544288825d8076f9fb83d964c23.jpg)

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# Reager på klassifikationsresultater
## Instruktioner

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# Tag et billede - Raspberry Pi
I denne del af lektionen vil du tilføje en kamerasensor til din Raspberry Pi og læse billeder fra den.

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# Klassificér et billede - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du sende det billede, som kameraet har taget, til Custom Vision-tjenesten for at klassificere det.

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# Tag et billede - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en kamerasensor til din virtuelle IoT-enhed og læse billeder fra den.

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# Tag et billede - Wio Terminal
I denne del af lektionen vil du tilføje et kamera til din Wio Terminal og tage billeder med det.

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# Klassificér et billede - Wio Terminal
I denne del af lektionen vil du sende det billede, der er taget af kameraet, til Custom Vision-tjenesten for at klassificere det.

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# Kør din frugtdetektor på kanten
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-17.bc333c3c35ba8e42cce666cfffa82b915f787f455bd94e006aea2b6f2722421a.jpg)

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# Kør andre tjenester på kanten
## Instruktioner

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# Klassificér et billede ved hjælp af en IoT Edge-baseret billedklassificering - Virtuel IoT-hardware og Raspberry Pi
I denne del af lektionen vil du bruge billedklassificeringen, der kører på IoT Edge-enheden.

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# Opret en virtuel maskine med IoT Edge
I Azure kan du oprette en virtuel maskine - en computer i skyen, som du kan konfigurere, som du ønsker, og køre din egen software på.

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# Klassificér et billede ved hjælp af en IoT Edge-baseret billedklassificering - Wio Terminal
I denne del af lektionen vil du bruge billedklassificeringen, der kører på IoT Edge-enheden.

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# Udløs frugtkvalitetsdetektion fra en sensor
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-18.92c32ed1d354caa5a54baa4032cf0b172d4655e8e326ad5d46c558a0def15365.jpg)

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# Byg en frugtkvalitetsdetektor
## Instruktioner

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# Registrer nærhed - Raspberry Pi
I denne del af lektionen vil du tilføje en nærhedssensor til din Raspberry Pi og aflæse afstande fra den.

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# Registrer nærhed - Virtuel IoT-hardware
I denne del af lektionen vil du tilføje en nærhedssensor til din virtuelle IoT-enhed og aflæse afstand fra den.

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# Registrer nærhed - Wio Terminal
I denne del af lektionen vil du tilføje en nærhedssensor til din Wio Terminal og aflæse afstand fra den.

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# Detailhandel - brug af IoT til at håndtere lagerbeholdning
Den sidste fase for fødevarer, før de når forbrugerne, er detailhandel - markeder, grønthandlere, supermarkeder og butikker, der sælger varer til forbrugerne. Disse butikker ønsker at sikre, at de har varer på hylderne, som forbrugerne kan se og købe.

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# Træn en lagerdetektor
![En sketchnote oversigt over denne lektion](../../../../../translated_images/da/lesson-19.cf6973cecadf080c4b526310620dc4d6f5994c80fb0139c6f378cc9ca2d435cd.jpg)

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# Sammenlign domæner
## Instruktioner

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# Tjek lager fra en IoT-enhed
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-20.0211df9551a8abb300fc8fcf7dc2789468dea2eabe9202273ac077b0ba37f15e.jpg)

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# Brug din objektdetektor på kanten
## Instruktioner

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# Tæl lager fra din IoT-enhed - Virtuel IoT-hardware og Raspberry Pi
En kombination af forudsigelserne og deres afgrænsningsbokse kan bruges til at tælle lager på et billede.

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# Kald din objektdetektor fra din IoT-enhed - Virtuel IoT-hardware og Raspberry Pi
Når din objektdetektor er blevet publiceret, kan den bruges fra din IoT-enhed.

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# Tæl lager fra din IoT-enhed - Wio Terminal
En kombination af forudsigelserne og deres afgrænsningsbokse kan bruges til at tælle lager på et billede.

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# Kald din objektdetektor fra din IoT-enhed - Wio Terminal
Når din objektdetektor er blevet offentliggjort, kan den bruges fra din IoT-enhed.

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# Forbruger-IoT - byg en smart stemmeassistent
Maden er blevet dyrket, kørt til et forarbejdningsanlæg, sorteret for kvalitet, solgt i butikken, og nu er det tid til at lave mad! En af de vigtigste redskaber i ethvert køkken er en timer. Oprindeligt startede disse som timeglas - din mad var færdiglavet, når alt sandet var løbet ned i den nederste beholder. Derefter blev de mekaniske, og senere elektriske.

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# Genkend tale med en IoT-enhed
![En sketchnote-oversigt over denne lektion](../../../../../translated_images/da/lesson-21.e34de51354d6606fb5ee08d8c89d0222eea0a2a7aaf744a8805ae847c4f69dc4.jpg)

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## Instruktioner
## Bedømmelseskriterier

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# Optag lyd - Raspberry Pi
I denne del af lektionen skal du skrive kode for at optage lyd på din Raspberry Pi. Lydoptagelsen vil blive styret af en knap.

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