F. Yao
Created December 2, 2019 © MIT

NFC Dual-Check Security Door Lock

NFC Dual-Check Security Door Lock

IntermediateFull instructions providedOver 2 days57
NFC Dual-Check Security Door Lock

Things used in this project

Hardware components

SparkFun RedBoard Artemis ATP
SparkFun RedBoard Artemis ATP
×1
SparkFun ID-12LA
×1
SG90 Micro-servo motor
SG90 Micro-servo motor
×1

Software apps and online services

Arduino IDE
Arduino IDE

Story

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Code

NFC_vocal_lock

Arduino
NFC_vocal_lock
#if defined(min)
#undef min
#endif

#if defined(max)
#undef max
#endif

#include <TensorFlowLite.h>

#include "main_functions.h"

#include "audio_provider.h"
#include "command_responder.h"
#include "feature_provider.h"
#include "micro_features_micro_model_settings.h"
#include "micro_features_tiny_conv_micro_features_model_data.h"
#include "recognize_commands.h"
#include "tensorflow/lite/experimental/micro/kernels/micro_ops.h"
#include "tensorflow/lite/experimental/micro/micro_error_reporter.h"
#include "tensorflow/lite/experimental/micro/micro_interpreter.h"
#include "tensorflow/lite/experimental/micro/micro_mutable_op_resolver.h"
#include "tensorflow/lite/schema/schema_generated.h"
#include "tensorflow/lite/version.h"

#include <Servo.h>
// RFID part
#include <Wire.h> 
#include "SparkFun_Qwiic_Rfid.h"

#define RFID_ADDR 0x7D // Default I2C address 
#define TAGID "0x38"

// Interrupt Pin on pin 3. 
const int intPin = 4; 
String tag; 


int pos = 0;
Servo myServoA;
//Servo myServoB;

Qwiic_Rfid myRfid(RFID_ADDR);

// Globals, used for compatibility with Arduino-style sketches.
namespace {
tflite::ErrorReporter* error_reporter = nullptr;
const tflite::Model* model = nullptr;
tflite::MicroInterpreter* interpreter = nullptr;
TfLiteTensor* model_input = nullptr;
FeatureProvider* feature_provider = nullptr;
RecognizeCommands* recognizer = nullptr;
int32_t previous_time = 0;

constexpr int kTensorArenaSize = 10 * 1024;
uint8_t tensor_arena[kTensorArenaSize];
}  // namespace


void setup() {
  // Begin I-squared-C
  Wire.begin(); 
  Serial.begin(115200); 
  
  myServoA.attach(8);
  //myServoB.attach(7);
  myServoA.write(pos);
  
  if(myRfid.begin())
    Serial.println("Ready to scan some tags!"); 
  else
    Serial.println("Could not communicate with the Qwiic RFID Reader!!!"); 
  // Put the interrupt pin in a known HIGH state. 
  pinMode(intPin, INPUT_PULLUP); 
  if(digitalRead(intPin) == LOW){
    tag = myRfid.getTag();
    Serial.println(tag);
  }

  
  // Set up logging. 
  // NOLINTNEXTLINE(runtime-global-variables)
  static tflite::MicroErrorReporter micro_error_reporter;
  error_reporter = &micro_error_reporter;

  model = tflite::GetModel(g_tiny_conv_micro_features_model_data);
  if (model->version() != TFLITE_SCHEMA_VERSION) {
    error_reporter->Report(
        "Model provided is schema version %d not equal "
        "to supported version %d.",
        model->version(), TFLITE_SCHEMA_VERSION);
    return;
  }

  static tflite::MicroMutableOpResolver micro_mutable_op_resolver;
  micro_mutable_op_resolver.AddBuiltin(
      tflite::BuiltinOperator_DEPTHWISE_CONV_2D,
      tflite::ops::micro::Register_DEPTHWISE_CONV_2D());
  micro_mutable_op_resolver.AddBuiltin(
      tflite::BuiltinOperator_FULLY_CONNECTED,
      tflite::ops::micro::Register_FULLY_CONNECTED());
  micro_mutable_op_resolver.AddBuiltin(tflite::BuiltinOperator_SOFTMAX,
                                       tflite::ops::micro::Register_SOFTMAX());

  static tflite::MicroInterpreter static_interpreter(
      model, micro_mutable_op_resolver, tensor_arena, kTensorArenaSize,
      error_reporter);
  interpreter = &static_interpreter;

  TfLiteStatus allocate_status = interpreter->AllocateTensors();
  if (allocate_status != kTfLiteOk) {
    error_reporter->Report("AllocateTensors() failed");
    return;
  }

  model_input = interpreter->input(0);
  if ((model_input->dims->size != 4) || (model_input->dims->data[0] != 1) ||
      (model_input->dims->data[1] != kFeatureSliceCount) ||
      (model_input->dims->data[2] != kFeatureSliceSize) ||
      (model_input->type != kTfLiteUInt8)) {
    error_reporter->Report("Bad input tensor parameters in model");
    return;
  }


  static FeatureProvider static_feature_provider(kFeatureElementCount,  model_input->data.uint8);
  feature_provider = &static_feature_provider;

  static RecognizeCommands static_recognizer(error_reporter);
  recognizer = &static_recognizer;

  previous_time = 0;
}

/*****************LOOP**********************/
void loop() {
  // Fetch the spectrogram for the current time.
  const int32_t current_time = LatestAudioTimestamp();
  int how_many_new_slices = 0;
  TfLiteStatus feature_status = feature_provider->PopulateFeatureData(
      error_reporter, previous_time, current_time, &how_many_new_slices);
  if (feature_status != kTfLiteOk) {
    error_reporter->Report("Feature generation failed");
    return;
  }
  previous_time = current_time;
  if (how_many_new_slices == 0) {
    return;
  }

  // Run the model on the spectrogram input and make sure it succeeds.
  TfLiteStatus invoke_status = interpreter->Invoke();
  if (invoke_status != kTfLiteOk) {
    error_reporter->Report("Invoke failed");
    return;
  }

  // Obtain a pointer to the output tensor
  TfLiteTensor* output = interpreter->output(0);
  // Determine whether a command was recognized based on the output of inference
  const char* found_command = nullptr;
  uint8_t score = 0;
  bool is_new_command = false;
  TfLiteStatus process_status = recognizer->ProcessLatestResults(
      output, current_time, &found_command, &score, &is_new_command);
  if (process_status != kTfLiteOk) {
    error_reporter->Report("RecognizeCommands::ProcessLatestResults() failed");
    return;
  }

  RespondToCommand(error_reporter, current_time, found_command, score, is_new_command);

  if (is_new_command) {          
    pos=0;
    if (found_command[0] == 'y') {  
      pos=90; 
      }
    if (found_command[0] == 'n') {
      pos=180;
      }
    
    // Read tag if there is new command and turn the servo to open lock if tag ID match.
    tag = myRfid.getTag();
     Serial.println(tag);     
    if (tag==TAGID){
      myServoA.write(pos);
          delay(1);
          pos=0;
          myServoA.write(pos);  
    }        
  }    

}

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Credits

F. Yao

F. Yao

18 projects • 13 followers
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