Machine Learning, Data Science, Conditional Random Fields, Graphical Model, Handwriting Recognition.
why and how the structure of CRFs make them ideal for tasks that capture sequential relations like POS tagging a sentence, named entity recognition etc. For this demo, I will be using CRF for a handwriting detection task. To prepare the dataset for this demo, I used a combination of Stanford OCR