In this version, we released a new model for publaynet and made several improvements:

1. We released themask_rcnn_X_101_32x8d_FPN_3x model trained on thepublaynet dataset. Note: it's been trained on the full training set (while others are only trained on the validation set), and you could expect a 15% performance improvement based on this new model.
2. We improved the support for PIL images for both layout modeling and visualization
3. We improved the Default Language Settings for the Tesseract OCR model