Brian Davis

Expert
@herobd

Alumni of Brigham Young University. Did Did my PhD with Computer Vision things on document images. Likes deep learning.

Visual-Template-Free-Form-Parsing. Code for my ICDAR paper "Deep Visual Template-Free Form Parsing"

89

handwriting_line_generation. Code for BMVC2020 paper "Text and Style Conditioned GAN for Generation of Offline Handwriting Lines"

74

dessurt. Official implementation for Dessurt: Document end-to-end self-supervised understanding and recognition transformer

62

NAF_dataset. Form images from U.S. National Archives annotated with text bounding boxes, classes, relationships, and transcription.

38

FUDGE. Code for the ICDAR2021 paper "Visual FUDGE: Form Understanding via Dynamic Graph Editing"

33

layoutlmv2. running LayoutLMv2

11

formlabeling. form pairing project

5

ocr. To OCR the IIT-CDIP dataset

4

synthetic_text_gen. Python

4

LSTM. One hidden layer Long Short-term Memory Neural Net for CS678

2

atr. Python

2

crowdcat. Alternate project for m thesis

1

thesis-document. My master's thesis

1

forms_annotations. Annotations for form images from National Archive.

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