Python Yolov10 With DLang

Runs yolov10 with Python and connects to the DLang with the socket module and passes the data to the D program.

📚 Libraries Used

Python:

from ultralytics import YOLOv10
import supervision as sv
import cv2
import socket
import pickle

For Install:

pip install supervision
pip install ultralytics
pip install opencv-python

DLang:

import std.stdio;
import std.socket;
import std.array;

🛠️ Installation Steps:

1. Download any yolov10 pt from the link below and put it in the same folder as your project folder.

https://github.com/THU-MIG/yolov10

3. Then copy the name of the pt you downloaded and paste it to 'YOUR YOLOV10 PT' part of python code.

MODEL_PATH = 'YOUR YOLOV10 PT'

3. Make sure you have any D compiler like dmd.

4. Open your D command prompt and cd to your project path.

5. Run the python code first then run the D code with "dub run" command in your D command prompt.

dub run

6. If everything goes right you should have seen the output.

🚧 Troubleshooting & Common Issues

❌ Issue: `core.exception.OutOfMemoryError@src\core\internal\gc\impl\conservative\gc.d(512): Memory allocation failed`

- Cause:

This error occurs when you try to make a memory allocation in the D language and there is not enough memory available..

- Solution:

Ensure that your camera is turned on and yolov10 is running.