Yolov5_support

Support YOLO
, ,
1

I have taken a certain amount of images and annoted them ,after that I trained then on Google Collab ,now I have a runs file in which I can acces best.pt .
I want to create a webcam detection project for uno , tell me what should I do , I was getting errors of different types and it completely made my mood bad

2

Hello! :blush:

It sounds like you’re on an exciting journey with your YOLOv5 project! To set up a webcam detection project using your best.pt model, you can follow these steps:

  1. Set Up Your Environment: Ensure you have the necessary packages installed. You can do this by running:

    pip install ultralytics opencv-python

  2. Webcam Detection Script: Here’s a simple Python script to get you started with webcam detection:

    import cv2
from ultralytics import YOLO

# Load your trained model
model = YOLO('path/to/best.pt')

# Open the webcam
cap = cv2.VideoCapture(0)

while True:
    # Capture frame-by-frame
    ret, frame = cap.read()

    # Run detection
    results = model(frame)

    # Display the results
    annotated_frame = results[0].plot()
    cv2.imshow('Webcam Detection', annotated_frame)

    # Break the loop on 'q' key press
    if cv2.waitKey(1) & 0xFF == ord('q'):
        break

# Release the capture and close windows
cap.release()
cv2.destroyAllWindows()

  3. Troubleshooting: If you encounter errors, ensure your environment is up-to-date and compatible with the YOLOv5 requirements. You can also check the YOLOv5 documentation for additional guidance.

  4. Resources: For more detailed tutorials and examples, you might find the Ultralytics YOLO Quickstart Guide helpful.

I hope this helps lift your spirits and gets your project back on track! If you have more questions, feel free to ask. Happy coding! :rocket:

3

Keep in mind the guidelines for asking for support.

  1. If you don’t share the error and code, it’s impossible to provide any assistance
  2. The Ultralytics Documentation has a wealth of information and even has a ChatBot you can ask questions that are answerable by the documentation.
  3. You might not want to use Google Colab for detection with a webcam, I don’t doubt that it’s possible, but I suspect it could be very problematic.