Technical Architecture

The Document Understanding Subnet's technical architecture is designed to provide precise and efficient checkbox-text extraction, leveraging a combination of advanced object detection and OCR technologies.

The architecture consists of two primary modules: the YOLO Checkbox Detector, based on the YOLOv8 object detection model, and the Tesseract OCR engine, both of which contribute to a robust, high-performance document processing pipeline.

Checkbox-Text Extraction: YOLO Checkbox DetectorOCR Engine: Tesseract OCRWorkflow of Checkbox-Text Extraction