
Carmen® OCR RailCode
Accurate Recognition of Global Railway Codes
What it does
Carmen® OCR RailCode is a software library that accurately recognizes international and regional railway codes, including UIC, AAR, Brazilian, and Russian wagon codes. It integrates seamlessly into existing systems, enhancing railway logistics and operations.
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Hi HN, I’ve been working on an OCR pipeline specifically optimized for machine learning dataset preparation. It’s designed to process complex academic materials — including math formulas, tables, figures, and multilingual text — and output clean, structured formats like JSON and Markdown. Some features: • Multi-stage OCR combining DocLayout-YOLO, Google Vision, MathPix, and Gemini Pro Vision • Extracts and understands diagrams, tables, LaTeX-style math, and multilingual text (Japanese/Korean/English) • Highly tuned for ML training pipelines, including dataset generation and…
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