Paper - MSc Thesis: https://arxiv.org/abs/2308.15517
Experiment LayoutLMv3 on DocLayNet dataset (object detection) can be found on LayoutLMv3_DocLayNet.ipynb
Experiment YOLOv5 on GROTOAP2 dataset (object detection) can be found on YOLOv5 on GROTOAP2.ipynb
Experiment LayoutLMv3 on GROTOAP2 (token classification) can be found on token_class_layoutlmv3_grotoap2.ipynb
Convert XML to COCO for GROTOAP2 can be found. on CONVERT XML TO COCO.ipynb
Experiment LiLT on GROTOAP2 can be found on (token classification) LILT_GROTOAP2.ipynb
Active Learning technique example can be found on MAX_ENTROPY_METHOD.ipynb