robertknight
is Layout analysis trainable and works?
hi. i want to train and use your Layout analysis. does it working? have you any output of that? thanks.
The layout analysis model is a non-functional experiment at present. The rough idea will be to implement something like https://arxiv.org/abs/2203.09638.
Depending on your needs, a solution in the interim may be to treat layout analysis as problem of detecting objects in images. There are various pre-trained models that exist for this, plus various resources for training your own. See https://huggingface.co/Oblix/yolov10m-doclaynet_ONNX_document-layout-analysis for example. The underlying inference engine that Ocrs uses can also run many of these models (including YOLO). There are some object detection examples here.
