Surya Review 2026

Overview

Accurate multilingual document OCR and line detection

Key Features

• • {'icon': '🌍', 'title': '90+ Language OCR Support', 'desc': 'Recognizes text across 90+ languages with high accuracy, enabling single-tool deployment for global document processing without language-specific model switching.'}
• • {'icon': '📐', 'title': 'Line Detection & Layout Preservation', 'desc': 'Automatically detects and preserves document structure through line detection, maintaining table layouts, paragraphs, and formatting in extracted text output.'}
• • {'icon': '🔧', 'title': 'End-to-End Open Architecture', 'desc': 'Fully open-source codebase with no proprietary dependencies, allowing local deployment, model customization, and fine-tuning for specialized document types.'}
• • {'icon': '⚡', 'title': 'GPU-Optimized Batch Processing', 'desc': 'Leverages GPU acceleration for processing document batches efficiently, reducing inference time for high-volume OCR workloads compared to CPU-only solutions.'}
• • {'icon': '📊', 'title': 'Structured Data Extraction', 'desc': 'Outputs structured bounding boxes and confidence scores alongside text, enabling downstream document classification, field extraction, and validation workflows.'}

Verdict

Surya is a strong open-source ai tools tool with 21k+ GitHub stars. Its large community and active development make it a dependable choice in 2026.