รหัสสินค้า | AS30562 |
หมวดหมู่ | โมดูลวัดสี กล้องและการมองเห็น Camera / Color / Vision |
ราคา | 1,085.00 บาท |
สถานะสินค้า | พร้อมส่ง |
จำนวน | ชิ้น |
AI Recognition Performance: Offline solution, rapidly recognizing 5 hand gestures within 3 meters with high accuracy
Facial Detection: Supports detection of areas above the shoulders, outputting quantity, position coordinates, and recognition scores
Communication Methods: Two data communication modes—I2C and UART
Voltage Compatibility: Compatible with 3.3V/5V levels and supply voltages
Development Support: Supports MakeCode and Mind + graphical programming
Application
Contactless control of information screens in public areas
Stage performances
Home appliance control
Music playback control
Dimension Diagram
Dimension Diagram
Physical Dimensions
Parameter Category | Specific Parameters |
---|---|
Power Parameters | Supply Voltage: 3.3V-5V Level Voltage: 3.3V Operating Current: 100mA |
Interface Parameters | Communication Interface: PH2.0-4P/2.54mm pin header holes Communication Methods: I2C/UART I2C/UART Default Address: 0x72 Default UART Baud Rate: 9600 UART Communication Protocol: modbus Interrupt Interface: 2.54mm pin header hole |
Recognition Parameters | Types of Gesture Recognition: 5 - Good 👍 - OK 👌 - Stop 🤚 - Victory ✌️ - Call me 🤙 Recognition Distance (Gesture/Face): 0.5-3 meters Facial Recognition Range: Area above the human shoulders Maximum Number of Recognizable Faces: Up to 10 Facial Recognition Score: 0-100 Facial Position Coordinate Range: 0-640 Interrupt Output: Low level output upon gesture recognition Camera Field of View: D=85° Camera Focal Length: 1.56mm |
Display Parameters | Gesture Indicator Lights: RGB lights - Blue for 👍 - Green for 👌 - Red for 🤚 - Yellow for ✌️ - Purple for 🤙 Facial Indicator Light: Single LED (lit = presence detected, unlit = no presence) |
Label | Name | Function Description |
---|---|---|
① | D/T | I2C data line SDA or UART transmission terminal TXD (3.3V level) |
② | C/R | I2C clock line SCL or UART reception terminal RXD (3.3V level) |
③ | GND | Power supply negative pole |
④ | VCC | Power supply positive pole (3.3~5.5V) |
⑤ | INT | Interrupt output, low level output upon recognition of any gesture |
⑥ | I2C/UART | I2C/UART communication mode selection switch |
⑦ | Head-Shoulder Indicator Light | Illuminates steadily when the camera detects a face, extinguishes when the person leaves |
⑧ | Gesture Indicator Light | Illuminates in colors corresponding to the 5 predefined gestures |
Action Example | Common Name | Gesture Illustration | Indicator Light Color | Corresponding Program Value |
---|---|---|---|---|
Thumb raised | Good | 👍 | Blue | 1 |
Middle, ring, and little fingers extended, with index finger and thumb tip touching (OK gesture) | OK | 👌 | Green | 2 |
Palm spread outward | Stop | 🤚 | Red | 3 |
Index and middle fingers extended | Victory | ✌️ | Yellow | 4 |
Thumb and little finger extended | Call me | 🤙 | Purple | 5 |
Q: What does the gesture score signify, and what score constitutes a valid recognition?
A: The gesture recognition result outputs a score ranging from 0 to 100. By default, the program a score of ≥60 as a valid gesture (which will trigger the function). A higher score indicates a greater "similarity" between the current action and the standard gesture; for instance, a score of 80 or above generally confirms the target gesture. A score below 30 is often due to suboptimal recognition conditions (such as an unstandardized gesture, excessive distance beyond the effective range, or ambient light interference), in which case accurate gesture recognition is improbable.
Q: What is the range of gesture recognition distance, and what considerations apply when using it at different distances?
A:
Q: How to interpret the facial coordinate range, and what is its significance?
A: The X/Y coordinate range of the face is 0-640, corresponding to physical position coordinates within the camera's field of view. The numerical value is directly correlated with the actual position: a larger X value indicates the face is further to the right in the camera's view; a larger Y value indicates it is further downward (with the coordinate origin at the top-left corner of the view). For example, (320,320) corresponds to the exact center of the view, facilitating intuitive localization of the face within the frame and enabling position-based functions such as servo tracking.
Q: What does the facial score represent, and what score confirms a face?
A: The facial recognition result outputs a score ranging from 0 to 100. The program defaults to a reference threshold of 60, with a higher score indicating a greater likelihood that the region is a face. For example, a score of 90 suggests a high probability of it being a face.
Q: When multiple faces are present simultaneously, what rule governs the return of coordinates?
A: Currently, simultaneous return of coordinates for multiple faces is not supported; only the coordinates of the face with the highest recognition score (highest score = clearest view, most face-like) will be returned.
Q: When multiple faces and gestures are detected simultaneously, what is the scoring correspondence rule?
A: When multiple faces and gestures are detected, the score corresponds by default to the target with the highest gesture score (i.e., the target with the clearest gesture).
Q: What is the logical sequence of gesture and facial detection, and what precautions apply during use?
A: The camera first detects whether a face is recognized, then checks for the presence of the 5 gestures. Ensure that both the face and gestures are within the camera's detection range (i.e., perform the corresponding gesture when the facial indicator light is illuminated).
Through the following tutorial, you will master the basic usage and advanced applications of the SEN0626 AI Visual Gesture/Face Tracking Sensor in the Arduino IDE environment, specifically including: reading sensor data via both I2C and UART communication methods to understand the actual effects of gesture recognition and face detection; and through two examples of a dazzling LED ring and a human-tracking fan, learning how to combine the sensor with other devices to achieve complex functions (the following tutorial uses controllers such as FireBeetle 2 ESP32-E, DFRduino UNO R3 paired with the SEN0626 sensor as examples).
We can make the connections according to the diagram below:
#include "DFRobot_GestureFaceDetection.h"
#define DEVICE_ID 0x72
DFRobot_GestureFaceDetection_I2C gfd(DEVICE_ID);
char str[100];
void setup(){
gfd.begin(&Wire);
Serial.begin(115200);
gfd.setFaceDetectThres(60);
gfd.setGestureDetectThres(60);
gfd.setDetectThres(100);
}
void loop(){
if(gfd.getFaceNumber() > 0){
uint16_t faceScore = gfd.getFaceScore();
uint16_t faceX = gfd.getFaceLocationX();
uint16_t faceY = gfd.getFaceLocationY();
sprintf(str, "detect face at (x = %d, y = %d, score = %d)\n", faceX, faceY, faceScore);
Serial.print(str);
uint16_t gestureType = gfd.getGestureType();
uint16_t gestureScore = gfd.getGestureScore();
sprintf(str, "detect gesture %d, score = %d\n", gestureType, gestureScore);
Serial.print(str);
}
delay(1500);
}
Results
Output content of the serial monitor:
Interpretation:
x = 291, y = 330
: Indicates the position coordinates of the detected face (area above the shoulders) in the camera's field of view (range 0-640; the larger the value, the closer to the right/bottom of the field of view);score = 74
: Face recognition score (0-100), with a higher score indicating more accurate recognition (a score ≥60 is considered valid).gesture 2
: Indicates that the recognized gesture type is "OK" (corresponding to program value 2, refer to the gesture comparison table in "Detailed Explanation of Core Functions");score = 91
: Gesture recognition score (0-100), with a higher score indicating a more standard gesture (a score ≥60 is considered valid). At this time, the gesture indicator light will synchronously light up green (corresponding to the "OK" gesture).Note:
The above two lines of information will only be output when the sensor detects both a face (area above the shoulders) and a gesture simultaneously; if no face is detected, there will be no output from the serial port.
We can make the connections according to the diagram below
#include "DFRobot_GestureFaceDetection.h"
#define DEVICE_ID 0x72
DFRobot_GestureFaceDetection_UART gfd(&Serial1, DEVICE_ID);
void setup(){
Serial1.begin(9600,SERIAL_8N1, D2, D3);
Serial.begin(115200);
delay(1500);
Serial.print("Product ID: ");
Serial.println(gfd.getPid());
Serial.print("Vendor ID: ");
Serial.println(gfd.getVid());
}
void loop(){
Serial.print("Faces detected: ");
Serial.println(gfd.getFaceNumber());
delay(1500);
}
Results
Output content of the serial monitor:
Interpretation:
Product ID: 626
: The product number of the sensor (corresponding to 0x3343 in hexadecimal);Vendor ID: 13123
: The vendor number (corresponding to 0x0272 in hexadecimal).Faces detected: 1
: Indicates that 1 face (area above the shoulders) is currently detected, and the face indicator light is on steadily at this time;Faces detected: 0
, and the indicator light will turn off synchronously.The face detection information is refreshed every 1.5 seconds, providing an intuitive feedback of the detection result.
Through this tutorial, you will learn how to combine the AI Visual Gesture/Face Tracking Sensor with a WS2812B RGB LED ring, using the sensor to achieve contactless control of the LED ring's color, creating a dazzling LED ring device that changes color with gestures.
Hardware Preparation
Software Preparation
Wiring Diagram
We can make the connections according to the diagram below
Sample Code
#include <Wire.h>
#include <FastLED.h>
#include "DFRobot_GestureFaceDetection.h"
#define LED_PIN 4
#define NUM_LEDS 93
#define DEVICE_ID 0x72
CRGB leds[NUM_LEDS];
DFRobot_GestureFaceDetection_I2C gfd(DEVICE_ID);
void setup() {
FastLED.addLeds<WS2812, LED_PIN, GRB>(leds, NUM_LEDS);
Wire.begin(8, 9); // SDA, SCL
gfd.begin(&Wire);
Serial.begin(115200);
gfd.setFaceDetectThres(60);
gfd.setGestureDetectThres(60);
gfd.setDetectThres(100);
}
void loop() {
if(gfd.getFaceNumber() > 0) {
uint16_t gestureType = gfd.getGestureType();
switch(gestureType) {
case 1:
setAllLEDs(CRGB::Blue);
break;
case 2:
setAllLEDs(CRGB::Green);
break;
case 3:
setAllLEDs(CRGB::Red);
break;
case 4:
setAllLEDs(CRGB::Yellow);
break;
case 5:
setAllLEDs(CRGB::Purple);
break;
default:
setAllLEDs(CRGB::Black);
break;
}
}
else {
setAllLEDs(CRGB::Black);
}
delay(1500);
}
void setAllLEDs(CRGB color) {
for(int i = 0; i < NUM_LEDS; i++) {
leds[i] = color;
}
FastLED.show();
}
Results
When the sensor detects a face (area above the shoulders), the LED ring will synchronously change color according to the gesture you make:
When no face is detected, the LED ring automatically turns off, achieving the intelligent effect of "lights on when someone is present, color controlled by gestures".
Through this tutorial, you will learn how to integrate the AI Visual Gesture/Face Tracking Sensor with a DC motor fan and a servo motor to achieve two core functions: controlling the fan's start and stop via gestures, while enabling the fan to automatically rotate and track the face position, creating an intelligent fan device that "delivers wind where the person is and is controllable via gestures".
Hardware Preparation
Software Preparation
Wiring Diagram
Connections can be made according to the diagram below:
Sample Code
#include <Wire.h>
#include <Servo.h>
#include "DFRobot_GestureFaceDetection.h"
#define DEVICE_ID 0x72
#define FAN_PIN 3
#define SERVO_PIN 5
Servo myservo;
DFRobot_GestureFaceDetection_I2C gfd(DEVICE_ID);
void setup(){
myservo.attach(SERVO_PIN);
myservo.write(0);
gfd.begin(&Wire);
Serial.begin(115200);
gfd.setFaceDetectThres(60);
gfd.setGestureDetectThres(60);
gfd.setDetectThres(100);
pinMode(FAN_PIN, OUTPUT);
}
void loop(){
//Serial.println(gfd.getGestureType());
if(gfd.getFaceNumber() > 0){
uint16_t gestureType = gfd.getGestureType();
if(gestureType == 2){
analogWrite(FAN_PIN, 255);
}
else if(gestureType == 3){
analogWrite(FAN_PIN, 0);
}
uint16_t x = gfd.getFaceLocationX();
Serial.println(x);
myservo.write(map(x,0,620,10,170));
Serial.println(gfd.getGestureType());
}
}
Results
When the sensor detects a face (area above the shoulders), the system activates the following linked effects:
Note: Please check the tracking fan structure file in more downloads.
/**
* @fn getPid
* @brief Retrieves the device's PID.
* @return The device's PID.
*/
uint16_t getPid();
/**
* @fn getVid
* @brief Retrieves the device's VID.
* @return The device's VID.
*/
uint16_t getVid();
/**
* @fn setDeviceAddr
* @brief Sets the device address.
* @param addr The device address.
* @return Returns true if the address is set successfully; otherwise, returns false.
*/
bool setDeviceAddr(uint16_t addr);
/**
* @fn configUart
* @brief Configures UART settings.
*
* This method is used to set the device's UART communication parameters, including baud rate, parity, and stop bits.
* Users can select appropriate parameters according to their needs to ensure stable and effective communication with the device.
*
* @param baud Baud rate configuration, of type `eBaudConfig_t`, possible values include:
* - `eBaud_1200` - 1200 baud
* - `eBaud_2400` - 2400 baud
* - `eBaud_4800` - 4800 baud
* - `eBaud_9600` - 9600 baud
* - `eBaud_14400` - 14400 baud
* - `eBaud_19200` - 19200 baud
* - `eBaud_38400` - 38400 baud
* - `eBaud_57600` - 57600 baud
* - `eBaud_115200`- 115200 baud
* - `eBaud_230400`- 230400 baud
* - `eBaud_460800`- 460800 baud
* - `eBaud_921600`- 921600 baud
*
* @param parity Parity configuration, of type `eParityConfig_t`, possible values include:
* - `UART_CFG_PARITY_NONE` - No parity
* - `UART_CFG_PARITY_ODD` - Odd parity
* - `UART_CFG_PARITY_EVEN` - Even parity
* - `UART_CFG_PARITY_MARK` - Mark parity
* - `UART_CFG_PARITY_SPACE` - Space parity
*
* @param stopBit Stop bit configuration, of type `eStopbits_t`, possible values include:
* - `UART_CFG_STOP_BITS_0_5` - 0.5 stop bits
* - `UART_CFG_STOP_BITS_1` - 1 stop bit
* - `UART_CFG_STOP_BITS_1_5` - 1.5 stop bits
* - `UART_CFG_STOP_BITS_2` - 2 stop bits
*
* @return Configuration status, returns a status code if configuration is successful; otherwise, returns an error code.
*/
uint16_t configUart(eBaudConfig_t baud, eParityConfig_t parity, eStopbits_t stopBit);
/**
* @fn setFaceDetectThres
* @brief Sets the face detection threshold.
*
* Sets the threshold for face detection (0-100). The default value is 60%.
*
* @param score The threshold value.
* @return Returns true if successful; otherwise, returns false.
*/
bool setFaceDetectThres(uint16_t score);
/**
* @fn setDetectThres
* @brief Sets the detection threshold for the X coordinate.
*
* Sets the threshold for detecting the X coordinate (0-100). The default value is 60%.
*
* @param x The threshold value.
* @return Returns true if successful; otherwise, returns false.
*/
bool setDetectThres(uint16_t x);
/**
* @fn setGestureDetectThres
* @brief Sets the gesture detection threshold.
*
* Sets the threshold for gesture detection (0-100). The default value is 60%.
*
* @param score The threshold value.
* @return Returns true if successful; otherwise, returns false.
*/
bool setGestureDetectThres(uint16_t score);
/**
* @fn getFaceNumber
* @brief Retrieves the number of faces detected by the device.
* @return The number of detected faces.
*/
uint16_t getFaceNumber();
/**
* @fn getFaceLocationX
* @brief Retrieves the X coordinate of the detected face.
* @return The X coordinate of the face.
*/
uint16_t getFaceLocationX();
/**
* @fn getFaceLocationY
* @brief Retrieves the Y coordinate of the detected face.
* @return The Y coordinate of the face.
*/
uint16_t getFaceLocationY();
/**
* @fn getFaceScore
* @brief Retrieves the score of the detected face.
* @return The face score.
*/
uint16_t getFaceScore();
/**
* @fn getGestureType
* @brief Retrieves the type of detected gesture.
*
* This method retrieves the currently detected gesture type. The gesture recognition function can be used in various applications such as human-computer interaction or control systems.
* The returned gesture types correspond to the following values:
* - 1: LIKE (👍) - Blue
* - 2: OK (👌) - Green
* - 3: STOP (🤚) - Red
* - 4: YES (✌️) - Yellow
* - 5: SIX (🤙) - Purple
*
* If no gesture is detected, the return value may be a specific invalid value (e.g., 0).
*
* @return The type of detected gesture.
*/
uint16_t getGestureType();
/**
* @fn getGestureScore
* @brief Retrieves the score of the detected gesture.
* @return The gesture score.
*/
uint16_t getGestureScore();
No coding is required. By dragging and dropping graphical building blocks, you can make the sensor output the number of faces, position coordinates, and the types of recognized gestures (such as "thumbs-up", "OK", etc.).
Operation Steps:
https://gitee.com/zhangtang6677/ext-gestureFaceDetectionSensor.git
, search for and add the "Gesture and Face Tracking Sensor" extension.Upload and View Results:
On the micro:bit development board, program with graphical building blocks to enable the sensor to detect the presence of a face, recognize gesture types, and display the results on the device, which is suitable for fun interactive projects with micro:bit.
Operation Steps:
https://github.com/DFRobot/pxt-DFRobotGestureFaceDetection
, and load the extension library.Download and View Results:
General Notes:
For customizing device addresses, querying firmware versions, or adjusting core parameters, the following registers can be utilized (suitable for advanced development scenarios):
Register Type | Device Address (Decimal) | Modbus Address Offset (Hexadecimal) | Name | Read/Write | Data Range | Default Value | Description |
---|---|---|---|---|---|---|---|
Input Register | 3001 | 0x0000 | VID | R | 0x0000-0xFFFF | 0x0272 | VID (Vendor ID) |
Input Register | 3002 | 0x0001 | PID | R | 0x0000-0xFFFF | 0x3343 | PID (Product ID) |
Input Register | 3003 | 0x0002 | Hardware Version | R | 0x0000-0xFFFF | 0x1000 | Hardware version: 0x1000 represents V1.0.0.0 |
Input Register | 3004 | 0x0003 | Software Version | R | 0x0000-0xFFFF | 0x1000 | Software version: 0x1000 represents V1.0.0.0 |
Input Register | 3005 | 0x0004 | Number of Faces | R | 0x0000-0x000A | 0x0000 | Number of faces detected by the sensor, up to 10 |
Input Register | 3006 | 0x0005 | Face X Coordinate | R | 0x0000-0x000A | 0xFFFF | X coordinate of the detected face. 0xFFFF: no face detected. X coordinate range: 0-640 |
Input Register | 3007 | 0x0006 | Face Y Coordinate | R | 0x0000-0x000A | 0xFFFF | Y coordinate of the detected face. 0xFFFF: no face detected. Y coordinate range: 0-640 |
Input Register | 3008 | 0x0007 | Face Score | R | 0x0000-0x0064 | 0x0000 | Face score. 0% - 100% corresponds to values 0-100 |
Input Register | 3009 | 0x0008 | Gesture Type | R | 0x0000-0x0005 | 0x0000 | Gesture type: - 0x0000: other gestures; - 0x0001: Good 👍; - 0x0002: OK 👌; - 0x0003: STOP 🤚; 0x0004: Victory ✌️; - 0x0005: Call me 🤙 |
Input Register | 3010 | 0x0009 | Gesture Score | R | 0x0000-0x0064 | 0x0000 | Gesture score. 0% - 100% corresponds to values 0-100 |
Holding Register | 4001 | 0x0000 | Device Address | R/W | 0x0001-0x00F7 | 0x0072 | Module device address (1-247) [When the sensor address is unknown, write register operations can be performed via the broadcast address 0x00, and the sensor will not output data at this time]. DFRobot assigns different addresses to each product at the factory. Saved when power is off, takes effect immediately |
Holding Register | 4002 | 0x0001 | Serial Port Parameter Control Register 1 | R/W | 0x0000-0xFFFF | 0x0004 | Module baud rate: - 0x0001-1200; - 0x0002-2400; - 0x0003-4800; - 0x0004-9600 (default); - 0x0005-14400; - 0x0006-19200; - 0x0007-38400; - 0x0008-57600; - 0x0009-115200; - 0x000A-230400; - 0x000B-460800; - 0x000C-921600; - Other-9600. If modified successfully, it will reply at the current baud rate, and switch to the new baud rate after reply. Saved when power is off, takes effect after restart. The device is recommended to work below 115200 |
Holding Register | 4004 | 0x0003 | Set Target Face Detection X Coordinate Range Threshold | R/W | 0x0000-0x0064 | 0x0064 | Value range: 0-100, the smaller the value, the narrower the detection range. 100 represents the entire visible range of the camera |
Holding Register | 4005 | 0x0004 | Set Target Face Detection Score Threshold | R/W | 0x003C-0x0064 | 0x003C | Value range: 60-100, representing 60%-100%. Default value: 60 |
Holding Register | 4006 | 0x0005 | Set Gesture Detection Score Threshold | R/W | 0x003C-0x0064 | 0x003C | Value range: 60-100, representing 60%-100%. Default value: 60 |
Note:
Function Code | Name | Function |
---|---|---|
0x03 | Read Multiple Registers | Read integers, characters, status words, floating-point numbers (read N words) - read holding registers, byte operation |
0x04 | Read Input Registers | Read integers, status words, floating-point numbers (read N words) - read input registers, byte operation |
0x06 | Write Single Holding Register | Write integers, characters, status words, floating-point numbers (write one word) - write holding registers, byte operation |
0x10 | Write Multiple Holding Registers | Write multiple holding registers - load specific binary values into a series of consecutive holding registers |
Input registers and holding registers can be read and written via the above commands.
For serial port-related debugging work, professional serial debugging tools are required. Here are several commonly used and feature-rich tools recommended for you:
Function: Read the number of faces currently detected by the sensor via the Modbus RTU protocol.
Field Name | Hexadecimal Value | Description |
---|---|---|
Device Address | 72 | Sensor default UART address 0x72 |
Function Code | 4 | Read input registers (fixed command) |
Starting Register Address | 00 04 | Register address corresponding to the number of faces |
Number of Registers | 00 01 | Read 1 register (only the number of faces) |
CRC Check | 7B 08 | Command check value (to ensure transmission correctness) |
Complete sending command: 72 04 00 04 00 01 7B 08
Hardware Connection: Connect the sensor to the host (computer) via the RainbowLink USB protocol converter, and switch the sensor communication mode to UART.
Parameter Configuration: Set parameters in the serial debugging tool (must be consistent with the sensor):
Send Command: Enter the above hexadecimal command in the "Send Area" of the debugging tool, check "Send in Hexadecimal" and send.
After receiving the command, the sensor returns the number of faces data, as shown in the example below:
Field Name | Hexadecimal Value | Description |
---|---|---|
Device Address | 72 | Consistent with the device address in the sending command |
Function Code | 4 | Confirm execution of "read input register" operation |
Number of Bytes | 2 | Total number of returned data bytes (2 bytes) |
Read Data | 00 01 | Indicates that 1 face is currently detected (the value corresponds to the number of faces) |
CRC Check | 7D 3B | Check value of the returned data |
Complete return data: 72 04 02 00 01 7D 3B
Schematic diagram as follows:
Function: Modify the UART baud rate of the sensor via the Modbus RTU protocol (default 9600, customizable).
Field Name | Hexadecimal Value | Description |
---|---|---|
Device Address | 72 | Sensor default address 0x72 |
Function Code | 6 | Write holding register (fixed command) |
Starting Register Address | 00 01 | Register address corresponding to baud rate configuration |
Written Data | 00 09 | Corresponding to baud rate 115200 bps (see the register table for the relationship between values and baud rates) |
CRC Check | 13 0F | Command check value |
Complete sending command: 72 06 00 01 00 09 13 0F
Complete return data: 72 06 00 01 00 09 13 0F
Field Name | Hexadecimal Value | Description |
---|---|---|
Device Address | 72 | Consistent with the sending command |
Function Code | 6 | Confirm execution of "write holding register" operation |
Starting Register Address | 00 01 | Baud rate configuration register address |
Written Data | 00 09 | Confirm baud rate set to 115200 bps |
CRC Check | 13 0F | Check value of the returned data |
Note:
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