guides/streamlit-live-inference/

[giscus[bot]]

guides/streamlit-live-inference/

Learn how to set up a real-time object detection application using Streamlit and Ultralytics YOLOv8. Follow this step-by-step guide to implement webcam-based object detection.

https://docs.ultralytics.com/guides/streamlit-live-inference/

[ghost]

AttributeError: module 'ultralytics.solutions' has no attribute 'inference'
Traceback:
File "C:\Users\DELL\AppData\Local\Programs\Python\Python312\Lib\site-packages\streamlit\runtime\scriptrunner\exec_code.py", line 75, in exec_func_with_error_handling
result = func()
^^^^^^
File "C:\Users\DELL\AppData\Local\Programs\Python\Python312\Lib\site-packages\streamlit\runtime\scriptrunner\script_runner.py", line 574, in code_to_exec
exec(code, module.dict)
File "D:\YOLO\infer.py", line 3, in
solutions.inference()
^^^^^^^^^^^^^^^^^^^
This is the error im getting while running this and i have installed necessary packages.

[ghost]

Thank you for your quick and kind response and the problem is sorted. But there is another issue while switching model to different task like pose,seg or cls and getting error of open cv not having func()

[glenn-jocher]

@Charan2128 i'm glad to hear the initial issue is resolved. Regarding the error with OpenCV when switching tasks (pose, seg, cls), please ensure you have the latest versions of both the Ultralytics package and OpenCV. You can update them using:

pip install --upgrade ultralytics opencv-python

If the issue persists, please provide more details about the error message and the specific function that is causing the problem. This will help us diagnose and address the issue more effectively. For further guidance, you can also refer to our Streamlit Live Inference Guide.

[ghost]

That was a Quick Replay and Quick fix ,Thanks for your kind support on my issues. The problem is fixed now.

[glenn-jocher]

@Charan2128 i'm glad to hear the initial issue is resolved. For the new issue with switching tasks and encountering OpenCV errors, please ensure you have the latest versions of both the Ultralytics package and OpenCV installed. You can update them using pip install --upgrade ultralytics opencv-python. If the problem persists, please provide the specific error message and function causing the issue so we can assist you further. For more detailed guidance, you can refer to our Streamlit Live Inference Guide.

[AdadAlShabab]

Can you please provide the stramlit .py file that we need to run?

[glenn-jocher]

@AdadAlShabab you can use the following code to run the Streamlit application for live inference:

from ultralytics import solutions

solutions.inference()

Run the file with the command streamlit run <file-name.py>. For more details, please refer to the Streamlit Live Inference Guide.