I’ve had good results in the past by fine tuning YOLO for image classification and object detection within images, you can find a rough guide here on how to create a good training dataset and such [0] [1]
YMMV though, ultimately accuracy is going to depend on the quality of the labelled data and your use case
There might be models better suited to your specific needs too, but ultimately you’re always going to need the training dataset
Comments
I’ve had good results in the past by fine tuning YOLO for image classification and object detection within images, you can find a rough guide here on how to create a good training dataset and such [0] [1]
YMMV though, ultimately accuracy is going to depend on the quality of the labelled data and your use case
There might be models better suited to your specific needs too, but ultimately you’re always going to need the training dataset
[0]: https://labelstud.io/blog/getting-started-with-image-classif...
[1]: https://docs.ultralytics.com/tasks/classify/