Powered by artificial intelligence, Impira uses technologies like OCR, computer vision, and object recognition to help you extract, organize, search, and analyze invoices, contracts, and images.
Impira uses a combination of Optical Character Recognition (OCR) and statistical modeling algorithms to structure text from images and documents: OCR is the general process of extracting text from an image, but the modeling on top is what enables Impira to learn what is relevant to you.
Whether it’s an image of a handwritten note or a scan of an invoice, Impira will extract your data without manual data entry.
First, advanced OCR algorithms scan your document for visual patterns to identify text within your document, image, or PDF.
Second, Impira's machine learning algorithms analyze phrases of text to calculate several features, including relative position, textual patterns, and other semantic signals.
Third, after identifying and learning the best features, Impira will present you with recognizable and usable text in each field you define. Impira is unique in that it can map from raw text to the fields you define, without writing a single line of code!
First, Impira uses a series of deep learning models to calculate several features about your image, including objects, colors, and other visual signals.
Second, these features are compared to your unique and private database of images and features to determine which labels are most relevant to your image.
Third, Impira displays this metadata in the user interface with an indication of confidence. Every time you confirm, correct, or add information, Impira learns a little bit more about your data and improves existing and future labels.