try yolo, that ll be simple for your application.

you dont have to train. there are pretrained models, you can just run inference.

it is doable but you have to know what images are in your folder. you can find models trained on coco dataset which can do this. but your images have to be in the coco dataset.

you can write a script which will move your files based on the predictions after that.