#annotation java

OCR processes images of text and converts that text into machine-readable forms. UBIAI’s OCR feature allows you to perform NER, relation extraction, and classification annotation directly on native PDF documents, scanned images or pictures from your phone without losing any layout information, resulting in a significant boost of your NLP model performance.

Today, text annotation tools are one of the most prominent parts of machine learning. Research areas such as search engines, Chabot’s, sentiment analysis, and virtual assistants require text annotation tools to better train the machine learning models.

Algorithms use big amounts of annotated data to train different AI models, which is a part of a bigger data labeling workflow. During the process of annotation, a metadata tag is used to mark the characteristics of a dataset. With the help of text annotation, that data includes important tags that highlight criteria such as phrases, keywords, or sentences.

As a form of data annotation, the text annotation tool helps in the machine learning process of assigning meaning to blocks of text, whether they are small phrases, bigger sentences, or full paragraphs.

UBIAI is an ultimate annotation tool preference for companies for a coding-less experience throughout the world. The multi-lingual, auto-labeling feature gives it an edge over other annotation tools available in the market today.