GitHub

CRF - Conditional Random Fields Wrapper Library

In sequence labeling, context matters. For example, when parsing an address like "109 UNIVERSITY ST MARTIN TN", a five-digit number following a state abbreviation is likely a ZIP code, and the word ...
GitHub

ResUNet++-with-Conditional-Random-Field-and-Test-Time-Augmentation

This is the extension of our previous version of the ResUNet++. In this paper, we describe how the ResUNet++ architecture can be extended by applying Conditional Random Field (CRF) and Test-Time ...
IEEE

A Deep Learning Framework Integrating Swin Transformer and U-Net for Ancient Character Segmentation and Recognition

Abstract: In order to solve the problems of complex character structure and blurred boundaries in ancient text images, this paper proposes an integrated image segmentation and recognition model that ...
Hosted on MSN

Following a Bob Ross painting tutorial with random objects #bobross

I followed a Bob Ross Painting tutorial but instead of using paintbrushes, I used a bunch of random objects like a Snickers bar, a bag of Cheetos, and a toy car. Needless to say it didn't go fantastic ...

Bayes' Theorem: What It Is, Formula, and Examples

Bayes' theorem is a statistical formula used to calculate conditional probability. Learn how it works, how to calculate it ...
IEEE

Heterogeneous Conditional Random Field: Realizing joint detection and segmentation of cell regions in microscopic images

Abstract: Detecting and segmenting cell regions in microscopic images is a challenging task, because cells typically do not have rich features, and their shapes and appearances are highly irregular ...