🌟 Image-to-LaTeX: Converting Images of Math into Code 🌟 This project introduces Im2Latex, a new model that generates LaTeX code from images of mathematical formulas. Researchers trained Im2Latex on a massive dataset of formula images and LaTeX pairs (441K pairs).
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Additionally, they fine-tuned it on a handwritten formula dataset (1.3K pairs). Im2Latex achieved a BLEU score of 0.67, outperforming Pix2Text but falling behind TexTeller (0.77).
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Interestingly, Im2Latex's performance is comparable to larger models like TexTeller and Sumen despite having fewer training data and parameters. They also provide open-source code and models for Im2Latex, including distributed training and GPU optimization techniques.
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This aims to support further research in OCR and mathematical document analysis. #FormulaRecognition #ImageProcessing #TexTeller #Pix2Text #OCR #ArtificialIntelligence.
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