16 Commits

Author SHA1 Message Date
7b51330675 update image refresh logic to be more optimized 2025-01-15 16:32:32 +01:00
3bb44ad4ab updated readme 2025-01-15 16:32:32 +01:00
ishak jmilou.ishak
fb12b20a0b changed colom name, addprint 2025-01-15 15:46:39 +01:00
ishak jmilou.ishak
1b3ccd1e72 commented yolor_result_db 2025-01-15 15:21:29 +01:00
ishak jmilou.ishak
a16abe068c returned to ohter function 2025-01-15 15:11:47 +01:00
ishak jmilou.ishak
9f7d7e7ac9 fixed insert into typo 2025-01-15 14:53:10 +01:00
ishak jmilou.ishak
6f34a0f554 Merge branch 'main' of ssh://gitlab.fdmci.hva.nl/technische-informatica-sm3/ti-projectten/rooziinuubii79 2025-01-15 14:43:41 +01:00
ishak jmilou.ishak
364f6e5259 test of dit het probleem is voor camera 2025-01-15 14:43:40 +01:00
7c30d838f7 added thread.sleep to prevenet console flood 2025-01-15 14:40:38 +01:00
ishak jmilou.ishak
50bf777f78 cam does not work 2025-01-15 14:27:33 +01:00
ishak jmilou.ishak
95e2d292c9 Merge branch 'main' of ssh://gitlab.fdmci.hva.nl/technische-informatica-sm3/ti-projectten/rooziinuubii79 2025-01-15 14:10:17 +01:00
ishak jmilou.ishak
3367f1dbd2 returen yolo result db 2025-01-15 14:09:46 +01:00
e273e175cb remove old code 2025-01-15 13:53:33 +01:00
06e08a2cfb camera reconnection added 2025-01-15 13:52:13 +01:00
ishak jmilou.ishak
4e78caa577 Comment out call to yolo_results_db function in on_message handler 2025-01-15 12:22:44 +01:00
ishak jmilou.ishak
5b0e843654 Add call to yolo_results_db function after processing YOLO results 2025-01-15 11:36:54 +01:00
4 changed files with 195 additions and 108 deletions

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@@ -29,11 +29,42 @@ This project is a kobuki that drives around in dangerous areas and detects objec
- Type `git clone https://gitlab.fdmci.hva.nl/technische-informatica-sm3/ti-projectten/rooziinuubii79.git - Type `git clone https://gitlab.fdmci.hva.nl/technische-informatica-sm3/ti-projectten/rooziinuubii79.git
3. **Install the required packages** 3. **Install the required packages**
- Open the terminal and navigate to the project - scr - Python - flask. - Install the following packages on the server: "docker docker-buildx mosquitto nginx"
- Run the following command to install the required packages: - Install the following packages on the Raspberry Pi: "g++ make cmake", https://github.com/eclipse-paho/paho.mqtt.c, https://github.com/eclipse-paho/paho.mqtt.cpp
- `pip install -r requirements.txt`
- This will install all the python packages required to run the project.
- for C++, you will need to install the following packages:
- OpenCV 4. **Run the project**
- mqtt-client
4. #### Server side
- Run the following commands in the terminal to start the website:
- `cd src/Python/flask`
- `sudo docker buildx build -t flaskapp:latest .`
- `sudo docker run --network="host" --restart=always flaskapp:latest`
- Run the following commands in the terminal to start the MQTT broker:
- `cd src/config/server/`
- `mosquitto -c mosquitto.conf`
- Run the following commands in the terminal to start the Nginx server:
- `cd src/config/server/`
- `cp nginx.conf /etc/nginx/nginx.conf`
- `cp nginx-sites.conf /etc/nginx/sites-enable/nginx-sites.conf`
#### Raspberry Pi side
- Run the following commands to build and start the driver:
- `cd src/C++/Driver`
- `cmake ..`
- `make`
- `./kobuki_driver`
- Run the following commands to autostart the driver on startup of the Raspberry Pi:
- `cd src/config/rpi/`
- `cp kobukiDriver.service /etc/systemd/system/kobukiDriver.service`
- `systemctl enable kobukiDriver.service`
- `systemctl start kobukiDriver.service`
## Extra notes
Dont forget to change the IP address in the `src/C++/Driver/src/main.cpp` file to the IP address of the server.

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@@ -10,11 +10,10 @@ using namespace cv;
CKobuki robot; CKobuki robot;
std::atomic<bool> kobuki_connected(false); std::atomic<bool> kobuki_connected(false);
std::string readMQTT(); std::string readMQTT();
void parseMQTT(std::string message); void parseMQTT(std::string message);
void CapnSend(); void CapnSend();
//ip, clientID, username, password // ip, clientID, username, password
MqttClient client("ws://145.92.224.21/ws/", "KobukiRPI", "rpi", "rpiwachtwoordofzo"); // create a client object MqttClient client("ws://145.92.224.21/ws/", "KobukiRPI", "rpi", "rpiwachtwoordofzo"); // create a client object
std::string message = "stop"; std::string message = "stop";
std::string serializeKobukiData(const TKobukiData &data); std::string serializeKobukiData(const TKobukiData &data);
@@ -22,93 +21,114 @@ void sendKobukiData(TKobukiData &data);
void setup() void setup()
{ {
unsigned char *null_ptr(0); unsigned char *null_ptr(0);
robot.startCommunication("/dev/ttyUSB0", true, null_ptr); robot.startCommunication("/dev/ttyUSB0", true, null_ptr);
//connect mqtt server and sub to commands // connect mqtt server and sub to commands
client.connect(); client.connect();
client.subscribe("home/commands"); client.subscribe("home/commands");
} }
void checkKobukiConnection() { void checkKobukiConnection()
while (true) { {
bool connected = robot.isConnected(); while (true)
if (!connected && kobuki_connected) { {
cout << "Kobuki is disconnected" << endl; bool connected = robot.isConnected();
kobuki_connected = false; if (!connected && kobuki_connected)
} else if (connected && !kobuki_connected) { {
cout << "Kobuki is connecting..." << endl; cout << "Kobuki is disconnected" << endl;
// Start de Kobuki automatisch kobuki_connected = false;
robot.startCommunication("/dev/ttyUSB0", true, nullptr);
}
std::this_thread::sleep_for(std::chrono::seconds(5)); // Controleer elke 5 seconden
} }
else if (connected && !kobuki_connected)
{
cout << "Kobuki is connecting..." << endl;
// Start de Kobuki automatisch
robot.startCommunication("/dev/ttyUSB0", true, nullptr);
}
std::this_thread::sleep_for(std::chrono::seconds(5)); // Controleer elke 5 seconden
}
} }
int main() int main()
{ {
setup(); setup();
std::thread image (CapnSend); std::thread image(CapnSend);
std::thread safety([&]() { robot.robotSafety(&message); }); std::thread safety([&](){ robot.robotSafety(&message); });
std::thread sendMqtt([&]() { sendKobukiData(robot.parser.data); }); std::thread sendMqtt([&](){ sendKobukiData(robot.parser.data); });
std::thread connectionThread(checkKobukiConnection);
while(true){
std::string message = readMQTT();
if (!message.empty()){
parseMQTT(message);
}
while (true)
{
std::string message = readMQTT();
if (!message.empty())
{
parseMQTT(message);
} }
}
sendMqtt.join(); sendMqtt.join();
safety.join(); safety.join();
image.join(); image.join();
connectionThread.join();
} }
std::string readMQTT() std::string readMQTT()
{ {
static std::string lastMessage; static std::string lastMessage;
std::string message = client.getLastMessage(); std::string message = client.getLastMessage();
if (!message.empty() && message != lastMessage) if (!message.empty() && message != lastMessage)
{ {
std::cout << "MQTT Message: " << message << std::endl; std::cout << "MQTT Message: " << message << std::endl;
lastMessage = message; lastMessage = message;
} }
// Add a small delay to avoid busy-waiting // Add a small delay to avoid busy-waiting
std::this_thread::sleep_for(std::chrono::milliseconds(100)); std::this_thread::sleep_for(std::chrono::milliseconds(100));
return lastMessage; return lastMessage;
} }
void parseMQTT(std::string message) { void parseMQTT(std::string message)
if (message == "up") { {
if (message == "up")
{
robot.forward(350); robot.forward(350);
} else if (message == "left") { }
else if (message == "left")
{
robot.setRotationSpeed(4); robot.setRotationSpeed(4);
} else if (message == "right") { }
else if (message == "right")
{
robot.setRotationSpeed(-4); robot.setRotationSpeed(-4);
} else if (message == "down") { }
else if (message == "down")
{
robot.forward(-350); robot.forward(-350);
} else if (message == "stop") { }
else if (message == "stop")
{
robot.sendNullMessage(); robot.sendNullMessage();
robot.sendNullMessage(); robot.sendNullMessage();
} else if (message == "estop") { }
else if (message == "estop")
{
robot.forward(-400); robot.forward(-400);
} else { }
else
{
std::cout << "Invalid command" << std::endl; std::cout << "Invalid command" << std::endl;
} }
} }
void logToFile() { void logToFile()
while (true) { {
while (true)
{
TKobukiData robotData = robot.parser.data; TKobukiData robotData = robot.parser.data;
std::ofstream outputFile("log", std::ofstream outputFile("log",
std::ios_base::app); // Open file in append mode to std::ios_base::app); // Open file in append mode to
// not overwrite own content // not overwrite own content
if (outputFile.is_open()) { // check if the file was opened successfully if (outputFile.is_open())
{ // check if the file was opened successfully
// Get current time // Get current time
std::time_t now = std::time(nullptr); std::time_t now = std::time(nullptr);
outputFile << "Timestamp: " << std::ctime(&now); outputFile << "Timestamp: " << std::ctime(&now);
@@ -166,7 +186,9 @@ void logToFile() {
outputFile << "UDID1: " << robotData.extraInfo.UDID1 << "\n"; outputFile << "UDID1: " << robotData.extraInfo.UDID1 << "\n";
outputFile << "UDID2: " << robotData.extraInfo.UDID2 << "\n"; outputFile << "UDID2: " << robotData.extraInfo.UDID2 << "\n";
outputFile.close(); outputFile.close();
} else { }
else
{
std::cerr << "Error opening file\n"; std::cerr << "Error opening file\n";
} }
@@ -174,8 +196,10 @@ void logToFile() {
} }
} }
void sendIndividualKobukiData(const TKobukiData &data) { void sendIndividualKobukiData(const TKobukiData &data)
while (true) { {
while (true)
{
std::cout << "Kobuki Data wordt gepubliceerd naar kobuki/data/timestamp: " std::cout << "Kobuki Data wordt gepubliceerd naar kobuki/data/timestamp: "
<< data.timestamp << std::endl; << data.timestamp << std::endl;
client.publishMessage("kobuki/data/timestamp", client.publishMessage("kobuki/data/timestamp",
@@ -263,7 +287,8 @@ void sendIndividualKobukiData(const TKobukiData &data) {
client.publishMessage("kobuki/data/extraInfo/UDID2", client.publishMessage("kobuki/data/extraInfo/UDID2",
std::to_string(data.extraInfo.UDID2)); std::to_string(data.extraInfo.UDID2));
if (!data.gyroData.empty()) { if (!data.gyroData.empty())
{
const auto &latestGyro = data.gyroData.back(); const auto &latestGyro = data.gyroData.back();
client.publishMessage("kobuki/data/gyroData/x", client.publishMessage("kobuki/data/gyroData/x",
std::to_string(latestGyro.x)); std::to_string(latestGyro.x));
@@ -277,7 +302,8 @@ void sendIndividualKobukiData(const TKobukiData &data) {
} }
} }
std::string serializeKobukiData(const TKobukiData &data) { std::string serializeKobukiData(const TKobukiData &data)
{
std::string json = std::string json =
"{\"timestamp\":" + std::to_string(data.timestamp) + "{\"timestamp\":" + std::to_string(data.timestamp) +
",\"BumperCenter\":" + std::to_string(data.BumperCenter) + ",\"BumperCenter\":" + std::to_string(data.BumperCenter) +
@@ -330,7 +356,8 @@ std::string serializeKobukiData(const TKobukiData &data) {
",\"UDID1\":" + std::to_string(data.extraInfo.UDID1) + ",\"UDID1\":" + std::to_string(data.extraInfo.UDID1) +
",\"UDID2\":" + std::to_string(data.extraInfo.UDID2) + "},\"gyroData\":["; ",\"UDID2\":" + std::to_string(data.extraInfo.UDID2) + "},\"gyroData\":[";
if (!data.gyroData.empty()) { if (!data.gyroData.empty())
{
const auto &latestGyro = data.gyroData.back(); const auto &latestGyro = data.gyroData.back();
json += "{\"x\":" + std::to_string(latestGyro.x) + json += "{\"x\":" + std::to_string(latestGyro.x) +
",\"y\":" + std::to_string(latestGyro.y) + ",\"y\":" + std::to_string(latestGyro.y) +
@@ -342,38 +369,54 @@ std::string serializeKobukiData(const TKobukiData &data) {
} }
// create extra function to send the message every 100ms // create extra function to send the message every 100ms
// needed it so it can be threaded // needed it so it can be threaded
void sendKobukiData(TKobukiData &data) { void sendKobukiData(TKobukiData &data)
while (true) { {
client.publishMessage("kobuki/data", serializeKobukiData(data)); while (true)
std::cout << "Sent data" << std::endl; {
std::this_thread::sleep_for(std::chrono::milliseconds(1000)); client.publishMessage("kobuki/data", serializeKobukiData(data));
} std::cout << "Sent data" << std::endl;
std::this_thread::sleep_for(std::chrono::milliseconds(1000));
}
} }
void CapnSend() { void CapnSend()
VideoCapture cap(0); {
if (!cap.isOpened()) { VideoCapture cap(0);
cerr << "Error: Could not open camera" << endl; if (!cap.isOpened())
return; {
cerr << "Error: Could not capture image" << endl;
return;
}
Mat frame;
while (true)
{
cap >> frame; // Capture a new image frame
if (frame.empty())
{
cerr << "Error: Could not capture image" << endl;
std::this_thread::sleep_for(std::chrono::seconds(1)); // Wait before retrying
continue;
} }
Mat frame; // Convert the image to a byte array
while (true) { vector<uchar> buf;
cap >> frame; // Capture a new image frame imencode(".jpg", frame, buf);
if (frame.empty()) { auto *enc_msg = reinterpret_cast<unsigned char *>(buf.data());
cerr << "Error: Could not capture image" << endl;
continue;
}
// Convert the image to a byte array // Publish the image data
vector<uchar> buf; client.publishMessage("kobuki/cam", string(enc_msg, enc_msg + buf.size()));
imencode(".jpg", frame, buf); cout << "Sent image" << endl;
auto* enc_msg = reinterpret_cast<unsigned char*>(buf.data());
// Publish the image data std::this_thread::sleep_for(std::chrono::milliseconds(200)); // Send image every 200ms
client.publishMessage("kobuki/cam", string(enc_msg, enc_msg + buf.size()));
cout << "Sent image" << endl;
std::this_thread::sleep_for(std::chrono::milliseconds(200)); // Send image every 200ms if (!cap.isOpened())
{
cerr << "Camera disconnected, attempting to reconnect..." << endl;
cap.open(0);
std::this_thread::sleep_for(std::chrono::seconds(1)); // Wait before retrying
} }
}
} }

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@@ -48,6 +48,7 @@ def on_message(client, userdata, message):
x1, y1, x2, y2 = map(int, box.xyxy[0]) x1, y1, x2, y2 = map(int, box.xyxy[0])
cv2.rectangle(processed_image, (x1, y1), (x2, y2), (0, 255, 0), 2) cv2.rectangle(processed_image, (x1, y1), (x2, y2), (0, 255, 0), 2)
cv2.putText(processed_image, f"{class_name} {box.conf.item():.2f}", (x1, y1 - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.9, (0, 255, 0), 2) cv2.putText(processed_image, f"{class_name} {box.conf.item():.2f}", (x1, y1 - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.9, (0, 255, 0), 2)
# yolo_results_db()
# Create an MQTT client instance # Create an MQTT client instance
mqtt_client = mqtt.Client() mqtt_client = mqtt.Client()
@@ -162,17 +163,27 @@ def image():
def yolo_results_endpoint(): def yolo_results_endpoint():
global yolo_results global yolo_results
with lock: with lock:
print(f"YOLO Results: {yolo_results}") # Debug statement
db = get_db()
with db.cursor() as cursor:
sql_yolo = "INSERT INTO image (class, confidence) VALUES (%s, %s)"
yolo_tuples = [(result["class"], result["confidence"]) for result in yolo_results]
print(f"YOLO Tuples: {yolo_tuples}") # Debug statement
cursor.executemany(sql_yolo, yolo_tuples)
db.commit()
cursor.close()
return jsonify(yolo_results) return jsonify(yolo_results)
def yolo_results_db(): # def yolo_results_db():
global yolo_results # global yolo_results
db = get_db() # with lock:
with db.cursor() as cursor: # db = get_db()
sql_yolo = "INSERT INTO yolo_results (object, confidence) VALUES (%s, %s)" # with db.cursor() as cursor:
yolo_tuples = [(result["class"], result["confidence"]) for result in yolo_results] # sql_yolo = "INSERT INTO image (object, confidence) VALUES (%s, %s)"
cursor.executemany(sql_yolo, yolo_tuples) # yolo_tuples = [(result["class"], result["confidence"]) for result in yolo_results]
db.commit() # cursor.executemany(sql_yolo, yolo_tuples)
cursor.close() # db.commit()
# cursor.close()
if __name__ == '__main__': if __name__ == '__main__':

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@@ -43,19 +43,21 @@ document.addEventListener("DOMContentLoaded", function() {
for (const [key, value] of Object.entries(data)) { for (const [key, value] of Object.entries(data)) {
const dataElement = document.createElement("p"); const dataElement = document.createElement("p");
dataElement.textContent = `${key}: ${value}`; dataElement.textContent = `${key}: ${value}`;
sensorDataContainer.appendChild(dataElement); // Voeg het element toe aan de container sensorDataContainer.appendChild(dataElement); // Add the element to the container
} }
} }
// Update the image // Update the image
function updateImage() { async function updateImage() {
var img = document.getElementById("robot-image"); let img = document.getElementById("robot-image");
img.src = "/image?" + new Date().getTime(); // Add timestamp to avoid caching img.src = "/image?" + new Date().getTime(); // Add timestamp to avoid caching
// Wait for 200 milliseconds before fetching the next image
setTimeout(updateImage, 200);
} }
// Fetch and display sensor data every 1 second // Fetch and display sensor data every 1 second
setInterval(parseData, 1000); setInterval(parseData, 1000);
// Update the image every 200 milliseconds // Start updating the image
setInterval(updateImage, 100); updateImage();
}); });