Upload dictatiAestimo.159.ino
Browse files- dictatiAestimo.159.ino +32 -0
dictatiAestimo.159.ino
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#inclue "MLPLibrary.h"
|
| 2 |
+
|
| 3 |
+
const int pirPin = 2;
|
| 4 |
+
const int inputSize = 1;
|
| 5 |
+
const int hiddenSize = 4;
|
| 6 |
+
const int outputSize = 1;
|
| 7 |
+
const float learnRate = 0.1;
|
| 8 |
+
|
| 9 |
+
MLPLibrary mlp(inputSize, hiddenSize, outputSize, learningRate);
|
| 10 |
+
float inputData[inputSize];
|
| 11 |
+
float outputData[outputSize];
|
| 12 |
+
void setup() {
|
| 13 |
+
// put your setup code here, to run once:
|
| 14 |
+
pinMode(pirPin, INPUT);
|
| 15 |
+
mlp.initialize();
|
| 16 |
+
Serial.begin(9600);
|
| 17 |
+
}
|
| 18 |
+
|
| 19 |
+
void loop() {
|
| 20 |
+
// put your main code here, to run repeatedly:
|
| 21 |
+
int pirValue = digitalRead(pirPin);
|
| 22 |
+
|
| 23 |
+
inputData[0] = pirValue;
|
| 24 |
+
|
| 25 |
+
mlp.predict(inputData, outputData);
|
| 26 |
+
|
| 27 |
+
if (outputData[0] > 0.5) {
|
| 28 |
+
Serial.println("INtrusion Detected!");
|
| 29 |
+
}
|
| 30 |
+
|
| 31 |
+
delay(1000);
|
| 32 |
+
}
|