PPE Detection Using YOLO-World | Custom Object detection using YOLO-World

YOLO-World for custom Object detection.
GitHub: github.com/AarohiSingla/PPE--...
For queries - You can comment in comment section or you can email me at [e-mail]
The YOLO-World Model introduces an advanced, real-time Ultralytics YOLOv8-based approach for Open-Vocabulary Detection tasks. This innovation enables the detection of any object within an image based on descriptive texts. By significantly lowering computational demands while preserving competitive performance, YOLO-World emerges as a versatile tool for numerous vision-based applications.
#yolo #yoloworld #yolov8 #zeroshotdetection #computervision #objectdetection

[@texasfossilguy]

Can you retrain it using a dataset of segmented images?

[@Sunil-ez1hx]

Video making is of great help

[@CodeWithAarohi]

Glad it helped

[@soravsingla8782]

Good work. Keep it up👍👍

[@CodeWithAarohi]

I will try my best

[@Sunil-ez1hx]

Thank you maam

[@CodeWithAarohi]

Welcome!

[@arnavthakur5409]

Great work ma'am

[@CodeWithAarohi]

Thanks a lot

[@felipev11]

how can i make it work on kaggle enviroment?

[@arnavthakur5409]

Nice

[@CodeWithAarohi]

Thanks

[@fredericofurlan]

Nice content and charming Woman (it's not really important to be charming, but TBT), keep rocking!

[@CodeWithAarohi]

Thank you! Will do!

[@Strawcontamination]

Please make videos on transformers ,llms,gen ai

[@CodeWithAarohi]

Sure

[@CodeWithAarohi]

I have created a playlist on transformers - ua-cam.com/play/PLv8Cp2NvcY8DLQc0vBk7JS3FpX6dgNKWI.html

[@Strawcontamination]

@@CodeWithAarohi thank you maam

[@shahidulislamzahid]

Carry On dear

[@CodeWithAarohi]

Thank you for the encouragement!

[@DipakkKawale]

I think this model.set_classes feature was also available in yolo-v8

[@CodeWithAarohi]

Suppose you have trained a custom model using yolov8 on custom dataset (eg chair, table, sofa, bed) . After training, suppose you want tot detect only chair and sofa class. Then in yolov8, you set the classes in model.set_classes .
But in yolo-world, you are not training any custom model but using this model.set_classes you can write the name of the object which you want to detect using yolo-world.

[@DipakkKawale]

yeh i tried this model.set_classes('face'), but yolo-world did not detect face in my photo @@CodeWithAarohi

[@shantilalzanwar8687]

Can u give person wearing hard hat and hard hat on table?

[@CodeWithAarohi]

You want to test this model by providing a image where person wearing hard hat and hard hat on table?

[@shantilalzanwar8687]

@@CodeWithAarohi yes, seeing if it works with logical AND operations

[@shantilalzanwar8687]

@@CodeWithAarohi or person wearing hand gloves

[@shantilalzanwar8687]

Hello Aarohi, any update on this ? Thanks for great informative videos always

[@CodeWithAarohi]

@@shantilalzanwar8687 I didn’t get a chance to test yet.