I uploaded a code to the arduino nano that is suppose to control 12 servos, a quadruped robot. The thing is that the servos doesnt move even when the arduino is blinking the rx led signal of the arduino board. The idea is to control the robot with opencv python using my webcam so it can move the robot autonomously.
here is the arduino code
#include <Servo.h> //to define and control servos
#include <FlexiTimer2.h>//to set a timer to manage all servos
// RegisHsu, remote control
#include <SerialCommand.h>
SerialCommand SCmd; // The demo SerialCommand object
/* Servos --------------------------------------------------------------------*/
//define 12 servos for 4 legs
Servo servo[4][3];
//define servos' ports
const int servo_pin[4][3] = { {2, 3, 4}, {5, 6, 7}, {8, 9, 10}, {11, 12, 13} };
/* Size of the robot ---------------------------------------------------------*/
const float length_a = 55;
const float length_b = 77.5;
const float length_c = 27.5;
const float length_side = 71;
const float z_absolute = -28;
/* Constants for movement ----------------------------------------------------*/
const float z_default = -50, z_up = -30, z_boot = z_absolute;
const float x_default = 62, x_offset = 0;
const float y_start = 0, y_step = 40;
/* variables for movement ----------------------------------------------------*/
volatile float site_now[4][3]; //real-time coordinates of the end of each leg
volatile float site_expect[4][3]; //expected coordinates of the end of each leg
float temp_speed[4][3]; //each axis' speed, needs to be recalculated before each movement
float move_speed; //movement speed
float speed_multiple = 1; //movement speed multiple
const float spot_turn_speed = 4;
const float leg_move_speed = 8;
const float body_move_speed = 3;
const float stand_seat_speed = 1;
volatile int rest_counter; //+1/0.02s, for automatic rest
//functions' parameter
const float KEEP = 255;
//define PI for calculation
const float pi = 3.1415926;
/* Constants for turn --------------------------------------------------------*/
//temp length
const float temp_a = sqrt(pow(2 * x_default + length_side, 2) + pow(y_step, 2));
const float temp_b = 2 * (y_start + y_step) + length_side;
const float temp_c = sqrt(pow(2 * x_default + length_side, 2) + pow(2 * y_start + y_step + length_side, 2));
const float temp_alpha = acos((pow(temp_a, 2) + pow(temp_b, 2) - pow(temp_c, 2)) / 2 / temp_a / temp_b);
//site for turn
const float turn_x1 = (temp_a - length_side) / 2;
const float turn_y1 = y_start + y_step / 2;
const float turn_x0 = turn_x1 - temp_b * cos(temp_alpha);
const float turn_y0 = temp_b * sin(temp_alpha) - turn_y1 - length_side;
/* ---------------------------------------------------------------------------*/
/*
- setup function
---------------------------------------------------------------------------*/
void setup()
{
//start serial for debug
Serial.begin(57600);
Serial.println("Robot starts initialization");
// RegisHsu, remote control
// Setup callbacks for SerialCommand commands
// action command 0-6,
// w 0 1: stand
// w 0 0: sit
// w 1 x: forward x step
// w 2 x: back x step
// w 3 x: right turn x step
// w 4 x: left turn x step
// w 5 x: hand shake x times
// w 6 x: hand wave x times
SCmd.addCommand("w", action_cmd);
SCmd.setDefaultHandler(unrecognized);
//initialize default parameter
set_site(0, x_default - x_offset, y_start + y_step, z_boot);
set_site(1, x_default - x_offset, y_start + y_step, z_boot);
set_site(2, x_default + x_offset, y_start, z_boot);
set_site(3, x_default + x_offset, y_start, z_boot);
for (int i = 0; i < 4; i++)
{
for (int j = 0; j < 3; j++)
{
site_now[i][j] = site_expect[i][j];
}
}
//start servo service
FlexiTimer2::set(20, servo_service);
FlexiTimer2::start();
Serial.println("Servo service started");
//initialize servos
servo_attach();
Serial.println("Servos initialized");
Serial.println("Robot initialization Complete");
}
void servo_attach(void)
{
for (int i = 0; i < 4; i++)
{
for (int j = 0; j < 3; j++)
{
servo[i][j].attach(servo_pin[i][j]);
delay(100);
}
}
}
void servo_detach(void)
{
for (int i = 0; i < 4; i++)
{
for (int j = 0; j < 3; j++)
{
servo[i][j].detach();
delay(100);
}
}
}
/*
- loop function
---------------------------------------------------------------------------*/
void loop()
{
SCmd.readSerial();
}
void do_test(void)
{
Serial.println("Stand");
stand();
delay(2000);
Serial.println("Step forward");
step_forward(5);
delay(2000);
Serial.println("Step back");
step_back(5);
delay(2000);
Serial.println("Turn left");
turn_left(5);
delay(2000);
Serial.println("Turn right");
turn_right(5);
delay(2000);
Serial.println("Hand wave");
hand_wave(3);
delay(2000);
Serial.println("Hand wave");
hand_shake(3);
delay(2000);
Serial.println("Sit");
sit();
delay(5000);
}
// RegisHsu
// w 0 1: stand
// w 0 0: sit
// w 1 x: forward x step
// w 2 x: back x step
// w 3 x: right turn x step
// w 4 x: left turn x step
// w 5 x: hand shake x times
// w 6 x: hand wave x times
#define W_STAND_SIT 0
#define W_FORWARD 1
#define W_BACKWARD 2
#define W_LEFT 3
#define W_RIGHT 4
#define W_SHAKE 5
#define W_WAVE 6
void action_cmd(void)
{
char *arg;
int action_mode, n_step;
Serial.println("Action:");
arg = SCmd.next();
action_mode = atoi(arg);
arg = SCmd.next();
n_step = atoi(arg);
switch (action_mode)
{
case W_FORWARD:
Serial.println("Step forward");
if (!is_stand())
stand();
step_forward(n_step);
break;
case W_BACKWARD:
Serial.println("Step back");
if (!is_stand())
stand();
step_back(n_step);
break;
case W_LEFT:
Serial.println("Turn left");
if (!is_stand())
stand();
turn_left(n_step);
break;
case W_RIGHT:
Serial.println("Turn right");
if (!is_stand())
stand();
turn_right(n_step);
break;
case W_STAND_SIT:
Serial.println("1:up,0:dn");
if (n_step)
stand();
else
sit();
break;
case W_SHAKE:
Serial.println("Hand shake");
hand_shake(n_step);
break;
case W_WAVE:
Serial.println("Hand wave");
hand_wave(n_step);
break;
default:
Serial.println("Error");
break;
}
}
// This gets set as the default handler, and gets called when no other command matches.
void unrecognized(const char *command) {
Serial.println("What?");
}
/*
- is_stand
---------------------------------------------------------------------------*/
bool is_stand(void)
{
if (site_now[0][2] == z_default)
return true;
else
return false;
}
/*
- sit
- blocking function
---------------------------------------------------------------------------*/
void sit(void)
{
move_speed = stand_seat_speed;
for (int leg = 0; leg < 4; leg++)
{
set_site(leg, KEEP, KEEP, z_boot);
}
wait_all_reach();
}
/*
- stand
- blocking function
---------------------------------------------------------------------------*/
void stand(void)
{
move_speed = stand_seat_speed;
for (int leg = 0; leg < 4; leg++)
{
set_site(leg, KEEP, KEEP, z_default);
}
wait_all_reach();
}
/*
- spot turn to left
- blocking function
- parameter step steps wanted to turn
---------------------------------------------------------------------------*/
void turn_left(unsigned int step)
{
move_speed = spot_turn_speed;
while (step-- > 0)
{
if (site_now[3][1] == y_start)
{
//leg 3&1 move
set_site(3, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(0, turn_x1 - x_offset, turn_y1, z_default);
set_site(1, turn_x0 - x_offset, turn_y0, z_default);
set_site(2, turn_x1 + x_offset, turn_y1, z_default);
set_site(3, turn_x0 + x_offset, turn_y0, z_up);
wait_all_reach();
set_site(3, turn_x0 + x_offset, turn_y0, z_default);
wait_all_reach();
set_site(0, turn_x1 + x_offset, turn_y1, z_default);
set_site(1, turn_x0 + x_offset, turn_y0, z_default);
set_site(2, turn_x1 - x_offset, turn_y1, z_default);
set_site(3, turn_x0 - x_offset, turn_y0, z_default);
wait_all_reach();
set_site(1, turn_x0 + x_offset, turn_y0, z_up);
wait_all_reach();
set_site(0, x_default + x_offset, y_start, z_default);
set_site(1, x_default + x_offset, y_start, z_up);
set_site(2, x_default - x_offset, y_start + y_step, z_default);
set_site(3, x_default - x_offset, y_start + y_step, z_default);
wait_all_reach();
set_site(1, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
else
{
//leg 0&2 move
set_site(0, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(0, turn_x0 + x_offset, turn_y0, z_up);
set_site(1, turn_x1 + x_offset, turn_y1, z_default);
set_site(2, turn_x0 - x_offset, turn_y0, z_default);
set_site(3, turn_x1 - x_offset, turn_y1, z_default);
wait_all_reach();
set_site(0, turn_x0 + x_offset, turn_y0, z_default);
wait_all_reach();
set_site(0, turn_x0 - x_offset, turn_y0, z_default);
set_site(1, turn_x1 - x_offset, turn_y1, z_default);
set_site(2, turn_x0 + x_offset, turn_y0, z_default);
set_site(3, turn_x1 + x_offset, turn_y1, z_default);
wait_all_reach();
set_site(2, turn_x0 + x_offset, turn_y0, z_up);
wait_all_reach();
set_site(0, x_default - x_offset, y_start + y_step, z_default);
set_site(1, x_default - x_offset, y_start + y_step, z_default);
set_site(2, x_default + x_offset, y_start, z_up);
set_site(3, x_default + x_offset, y_start, z_default);
wait_all_reach();
set_site(2, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
}
}
/*
- spot turn to right
- blocking function
- parameter step steps wanted to turn
---------------------------------------------------------------------------*/
void turn_right(unsigned int step)
{
move_speed = spot_turn_speed;
while (step-- > 0)
{
if (site_now[2][1] == y_start)
{
//leg 2&0 move
set_site(2, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(0, turn_x0 - x_offset, turn_y0, z_default);
set_site(1, turn_x1 - x_offset, turn_y1, z_default);
set_site(2, turn_x0 + x_offset, turn_y0, z_up);
set_site(3, turn_x1 + x_offset, turn_y1, z_default);
wait_all_reach();
set_site(2, turn_x0 + x_offset, turn_y0, z_default);
wait_all_reach();
set_site(0, turn_x0 + x_offset, turn_y0, z_default);
set_site(1, turn_x1 + x_offset, turn_y1, z_default);
set_site(2, turn_x0 - x_offset, turn_y0, z_default);
set_site(3, turn_x1 - x_offset, turn_y1, z_default);
wait_all_reach();
set_site(0, turn_x0 + x_offset, turn_y0, z_up);
wait_all_reach();
set_site(0, x_default + x_offset, y_start, z_up);
set_site(1, x_default + x_offset, y_start, z_default);
set_site(2, x_default - x_offset, y_start + y_step, z_default);
set_site(3, x_default - x_offset, y_start + y_step, z_default);
wait_all_reach();
set_site(0, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
else
{
//leg 1&3 move
set_site(1, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(0, turn_x1 + x_offset, turn_y1, z_default);
set_site(1, turn_x0 + x_offset, turn_y0, z_up);
set_site(2, turn_x1 - x_offset, turn_y1, z_default);
set_site(3, turn_x0 - x_offset, turn_y0, z_default);
wait_all_reach();
set_site(1, turn_x0 + x_offset, turn_y0, z_default);
wait_all_reach();
set_site(0, turn_x1 - x_offset, turn_y1, z_default);
set_site(1, turn_x0 - x_offset, turn_y0, z_default);
set_site(2, turn_x1 + x_offset, turn_y1, z_default);
set_site(3, turn_x0 + x_offset, turn_y0, z_default);
wait_all_reach();
set_site(3, turn_x0 + x_offset, turn_y0, z_up);
wait_all_reach();
set_site(0, x_default - x_offset, y_start + y_step, z_default);
set_site(1, x_default - x_offset, y_start + y_step, z_default);
set_site(2, x_default + x_offset, y_start, z_default);
set_site(3, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(3, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
}
}
/*
- go forward
- blocking function
- parameter step steps wanted to go
---------------------------------------------------------------------------*/
void step_forward(unsigned int step)
{
move_speed = leg_move_speed;
while (step-- > 0)
{
if (site_now[2][1] == y_start)
{
//leg 2&1 move
set_site(2, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(2, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(2, x_default + x_offset, y_start + 2 * y_step, z_default);
wait_all_reach();
move_speed = body_move_speed;
set_site(0, x_default + x_offset, y_start, z_default);
set_site(1, x_default + x_offset, y_start + 2 * y_step, z_default);
set_site(2, x_default - x_offset, y_start + y_step, z_default);
set_site(3, x_default - x_offset, y_start + y_step, z_default);
wait_all_reach();
move_speed = leg_move_speed;
set_site(1, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(1, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(1, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
else
{
//leg 0&3 move
set_site(0, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(0, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(0, x_default + x_offset, y_start + 2 * y_step, z_default);
wait_all_reach();
move_speed = body_move_speed;
set_site(0, x_default - x_offset, y_start + y_step, z_default);
set_site(1, x_default - x_offset, y_start + y_step, z_default);
set_site(2, x_default + x_offset, y_start, z_default);
set_site(3, x_default + x_offset, y_start + 2 * y_step, z_default);
wait_all_reach();
move_speed = leg_move_speed;
set_site(3, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(3, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(3, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
}
}
/*
- go back
- blocking function
- parameter step steps wanted to go
---------------------------------------------------------------------------*/
void step_back(unsigned int step)
{
move_speed = leg_move_speed;
while (step-- > 0)
{
if (site_now[3][1] == y_start)
{
//leg 3&0 move
set_site(3, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(3, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(3, x_default + x_offset, y_start + 2 * y_step, z_default);
wait_all_reach();
move_speed = body_move_speed;
set_site(0, x_default + x_offset, y_start + 2 * y_step, z_default);
set_site(1, x_default + x_offset, y_start, z_default);
set_site(2, x_default - x_offset, y_start + y_step, z_default);
set_site(3, x_default - x_offset, y_start + y_step, z_default);
wait_all_reach();
move_speed = leg_move_speed;
set_site(0, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(0, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(0, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
else
{
//leg 1&2 move
set_site(1, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(1, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(1, x_default + x_offset, y_start + 2 * y_step, z_default);
wait_all_reach();
move_speed = body_move_speed;
set_site(0, x_default - x_offset, y_start + y_step, z_default);
set_site(1, x_default - x_offset, y_start + y_step, z_default);
set_site(2, x_default + x_offset, y_start + 2 * y_step, z_default);
set_site(3, x_default + x_offset, y_start, z_default);
wait_all_reach();
move_speed = leg_move_speed;
set_site(2, x_default + x_offset, y_start + 2 * y_step, z_up);
wait_all_reach();
set_site(2, x_default + x_offset, y_start, z_up);
wait_all_reach();
set_site(2, x_default + x_offset, y_start, z_default);
wait_all_reach();
}
}
}
// add by RegisHsu
void body_left(int i)
{
set_site(0, site_now[0][0] + i, KEEP, KEEP);
set_site(1, site_now[1][0] + i, KEEP, KEEP);
set_site(2, site_now[2][0] - i, KEEP, KEEP);
set_site(3, site_now[3][0] - i, KEEP, KEEP);
wait_all_reach();
}
void body_right(int i)
{
set_site(0, site_now[0][0] - i, KEEP, KEEP);
set_site(1, site_now[1][0] - i, KEEP, KEEP);
set_site(2, site_now[2][0] + i, KEEP, KEEP);
set_site(3, site_now[3][0] + i, KEEP, KEEP);
wait_all_reach();
}
void hand_wave(int i)
{
float x_tmp;
float y_tmp;
float z_tmp;
move_speed = 1;
if (site_now[3][1] == y_start)
{
body_right(15);
x_tmp = site_now[2][0];
y_tmp = site_now[2][1];
z_tmp = site_now[2][2];
move_speed = body_move_speed;
for (int j = 0; j < i; j++)
{
set_site(2, turn_x1, turn_y1, 50);
wait_all_reach();
set_site(2, turn_x0, turn_y0, 50);
wait_all_reach();
}
set_site(2, x_tmp, y_tmp, z_tmp);
wait_all_reach();
move_speed = 1;
body_left(15);
}
else
{
body_left(15);
x_tmp = site_now[0][0];
y_tmp = site_now[0][1];
z_tmp = site_now[0][2];
move_speed = body_move_speed;
for (int j = 0; j < i; j++)
{
set_site(0, turn_x1, turn_y1, 50);
wait_all_reach();
set_site(0, turn_x0, turn_y0, 50);
wait_all_reach();
}
set_site(0, x_tmp, y_tmp, z_tmp);
wait_all_reach();
move_speed = 1;
body_right(15);
}
}
void hand_shake(int i)
{
float x_tmp;
float y_tmp;
float z_tmp;
move_speed = 1;
if (site_now[3][1] == y_start)
{
body_right(15);
x_tmp = site_now[2][0];
y_tmp = site_now[2][1];
z_tmp = site_now[2][2];
move_speed = body_move_speed;
for (int j = 0; j < i; j++)
{
set_site(2, x_default - 30, y_start + 2 * y_step, 55);
wait_all_reach();
set_site(2, x_default - 30, y_start + 2 * y_step, 10);
wait_all_reach();
}
set_site(2, x_tmp, y_tmp, z_tmp);
wait_all_reach();
move_speed = 1;
body_left(15);
}
else
{
body_left(15);
x_tmp = site_now[0][0];
y_tmp = site_now[0][1];
z_tmp = site_now[0][2];
move_speed = body_move_speed;
for (int j = 0; j < i; j++)
{
set_site(0, x_default - 30, y_start + 2 * y_step, 55);
wait_all_reach();
set_site(0, x_default - 30, y_start + 2 * y_step, 10);
wait_all_reach();
}
set_site(0, x_tmp, y_tmp, z_tmp);
wait_all_reach();
move_speed = 1;
body_right(15);
}
}
/*
- microservos service /timer interrupt function/50Hz
- when set site expected,this function move the end point to it in a straight line
- temp_speed[4][3] should be set before set expect site,it make sure the end point
move in a straight line,and decide move speed.
---------------------------------------------------------------------------*/
void servo_service(void)
{
sei();
static float alpha, beta, gamma;
for (int i = 0; i < 4; i++)
{
for (int j = 0; j < 3; j++)
{
if (abs(site_now[i][j] - site_expect[i][j]) >= abs(temp_speed[i][j]))
site_now[i][j] += temp_speed[i][j];
else
site_now[i][j] = site_expect[i][j];
}
cartesian_to_polar(alpha, beta, gamma, site_now[i][0], site_now[i][1], site_now[i][2]);
polar_to_servo(i, alpha, beta, gamma);
}
rest_counter++;
}
/*
- set one of end points' expect site
- this founction will set temp_speed[4][3] at same time
- non - blocking function
---------------------------------------------------------------------------*/
void set_site(int leg, float x, float y, float z)
{
float length_x = 0, length_y = 0, length_z = 0;
if (x != KEEP)
length_x = x - site_now[leg][0];
if (y != KEEP)
length_y = y - site_now[leg][1];
if (z != KEEP)
length_z = z - site_now[leg][2];
float length = sqrt(pow(length_x, 2) + pow(length_y, 2) + pow(length_z, 2));
temp_speed[leg][0] = length_x / length * move_speed * speed_multiple;
temp_speed[leg][1] = length_y / length * move_speed * speed_multiple;
temp_speed[leg][2] = length_z / length * move_speed * speed_multiple;
if (x != KEEP)
site_expect[leg][0] = x;
if (y != KEEP)
site_expect[leg][1] = y;
if (z != KEEP)
site_expect[leg][2] = z;
}
/*
- wait one of end points move to expect site
- blocking function
---------------------------------------------------------------------------*/
void wait_reach(int leg)
{
while (1)
if (site_now[leg][0] == site_expect[leg][0])
if (site_now[leg][1] == site_expect[leg][1])
if (site_now[leg][2] == site_expect[leg][2])
break;
}
/*
- wait all of end points move to expect site
- blocking function
---------------------------------------------------------------------------*/
void wait_all_reach(void)
{
for (int i = 0; i < 4; i++)
wait_reach(i);
}
/*
- trans site from cartesian to polar
- mathematical model 2/2
---------------------------------------------------------------------------*/
void cartesian_to_polar(volatile float &alpha, volatile float &beta, volatile float &gamma, volatile float x, volatile float y, volatile float z)
{
//calculate w-z degree
float v, w;
w = (x >= 0 ? 1 : -1) * (sqrt(pow(x, 2) + pow(y, 2)));
v = w - length_c;
alpha = atan2(z, v) + acos((pow(length_a, 2) - pow(length_b, 2) + pow(v, 2) + pow(z, 2)) / 2 / length_a / sqrt(pow(v, 2) + pow(z, 2)));
beta = acos((pow(length_a, 2) + pow(length_b, 2) - pow(v, 2) - pow(z, 2)) / 2 / length_a / length_b);
//calculate x-y-z degree
gamma = (w >= 0) ? atan2(y, x) : atan2(-y, -x);
//trans degree pi->180
alpha = alpha / pi * 180;
beta = beta / pi * 180;
gamma = gamma / pi * 180;
}
/*
- trans site from polar to microservos
- mathematical model map to fact
- the errors saved in eeprom will be add
---------------------------------------------------------------------------*/
void polar_to_servo(int leg, float alpha, float beta, float gamma)
{
if (leg == 0)
{
alpha = 90 - alpha;
beta = beta;
gamma += 90;
}
else if (leg == 1)
{
alpha += 90;
beta = 180 - beta;
gamma = 90 - gamma;
}
else if (leg == 2)
{
alpha += 90;
beta = 180 - beta;
gamma = 90 - gamma;
}
else if (leg == 3)
{
alpha = 90 - alpha;
beta = beta;
gamma += 90;
}
servo[leg][0].write(alpha);
servo[leg][1].write(beta);
servo[leg][2].write(gamma);
}
and here is the python code I made.
import cv2
import serial
# Initialize serial communication with Arduino (replace with your port)
ser = serial.Serial('/dev/ttyACM0', 9600) # Adjust port if necessary
# Define face detection cascade (replace with your Haar cascade file path)
face_cascade = cv2.CascadeClassifier('/path/to/haarcascade_frontalface_default.xml')
# Define movement thresholds (adjust based on your setup)
movement_threshold = 20
center_threshold = 10
# Previous frame center for movement tracking
prev_center = None
def capture_frame():
"""
Captures a frame from the Raspberry Pi camera
"""
cap = cv2.VideoCapture(0)
ret, frame = cap.read()
cap.release()
return frame
def detect_face_and_track_movement(frame):
"""
Detects faces and tracks their movement
"""
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray, 1.1, 4)
# Check for detected faces
if len(faces) > 0:
(x, y, w, h) = faces[0] # Assuming one face
center = (int(x + w/2), int(y + h/2))
# Movement tracking
global prev_center
movement = None
if prev_center is not None:
dx = center[0] - prev_center[0]
dy = center[1] - prev_center[1]
if abs(dx) > movement_threshold and abs(dy) < center_threshold:
movement = "left" if dx < 0 else "right"
elif abs(dy) > movement_threshold and abs(dx) < center_threshold:
movement = "up" if dy < 0 else "down" # Added check for vertical movement
# Update previous center
prev_center = center
return movement, center
else:
return None, None
# Main loop for video capture, processing, and sending signals
while True:
try:
# Capture frame
frame = capture_frame()
# Detect face and track movement
movement, center = detect_face_and_track_movement(frame)
# Send signal based on detected movement
signal = None
if movement:
if movement == "left":
signal = "w 3 1"
elif movement == "right":
signal = "w 2 1"
elif movement == "up": # Added handling for upward movement
signal = "w 4 1" # Signal for moving forward
if signal is None and prev_center is not None: # Check for lost face and send backward signal
signal = "w 1 1" # Signal for moving backward (assuming face disappears when moving back)
if signal is not None:
print(f"Sending signal: {signal}")
ser.write(f"{signal}\n".encode()) # Send command with newline
# Display frame with center point (optional)
if center is not None:
cv2.circle(frame, center, 4, (0, 255, 0), -1)
cv2.imshow('Frame', frame)
# Exit loop on 'q' key press
if cv2.waitKey(1) == ord('q'):
break
except Exception as e:
print(f"Error: {e}")
# Release resources
cv2.destroyAllWindows()
ser.close()
import cv2
import serial
# Initialize serial communication with Arduino (replace with your port)
ser = serial.Serial('/dev/ttyACM0', 9600) # Adjust port if necessary
# Define face detection cascade (replace with your Haar cascade file path)
face_cascade = cv2.CascadeClassifier('/path/to/haarcascade_frontalface_default.xml')
# Define movement thresholds (adjust based on your setup)
movement_threshold = 20
center_threshold = 10
# Previous frame center for movement tracking
prev_center = None
def capture_frame():
"""
Captures a frame from the Raspberry Pi camera
"""
cap = cv2.VideoCapture(0)
ret, frame = cap.read()
cap.release()
return frame
def detect_face_and_track_movement(frame):
"""
Detects faces and tracks their movement
"""
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray, 1.1, 4)
# Check for detected faces
if len(faces) > 0:
(x, y, w, h) = faces[0] # Assuming one face
center = (int(x + w/2), int(y + h/2))
# Movement tracking
global prev_center
movement = None
if prev_center is not None:
dx = center[0] - prev_center[0]
dy = center[1] - prev_center[1]
if abs(dx) > movement_threshold and abs(dy) < center_threshold:
movement = "left" if dx < 0 else "right"
elif abs(dy) > movement_threshold and abs(dx) < center_threshold:
movement = "up" if dy < 0 else "down" # Added check for vertical movement
# Update previous center
prev_center = center
return movement, center
else:
return None, None
# Main loop for video capture, processing, and sending signals
while True:
try:
# Capture frame
frame = capture_frame()
# Detect face and track movement
movement, center = detect_face_and_track_movement(frame)
# Send signal based on detected movement
signal = None
if movement:
if movement == "left":
signal = "w 3 1"
elif movement == "right":
signal = "w 2 1"
elif movement == "up": # Added handling for upward movement
signal = "w 4 1" # Signal for moving forward
if signal is None and prev_center is not None: # Check for lost face and send backward signal
signal = "w 1 1" # Signal for moving backward (assuming face disappears when moving back)
if signal is not None:
print(f"Sending signal: {signal}")
ser.write(f"{signal}\n".encode()) # Send command with newline
# Display frame with center point (optional)
if center is not None:
cv2.circle(frame, center, 4, (0, 255, 0), -1)
cv2.imshow('Frame', frame)
# Exit loop on 'q' key press
if cv2.waitKey(1) == ord('q'):
break
except Exception as e:
print(f"Error: {e}")
# Release resources
cv2.destroyAllWindows()
ser.close()