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@SCUT-DLVCLab

SCUT-DLVCLab

华南理工大学深度学习与视觉计算实验室

About Us 🚀

The Deep Learning and Vision Computing Lab is dedicated to advanced theoretical research and innovative applications in the fields of artificial intelligence, computer vision, machine learning, and pattern recognition. Our current research focuses on deep learning, text detection and recognition, document analysis and understanding, and artificial intelligence. In recent years, our team has led more than 30 national and provincial research projects, making significant achievements in optical character recognition (OCR), handwriting recognition, gesture recognition and interaction technology, and innovative applications of deep learning. We have published over 300 SCI/EI papers, obtained more than 50 authorized invention patents, won 5 provincial and ministerial science and technology awards, and achieved first place in international academic competitions 4 times.

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  1. OCR-Reasoning OCR-Reasoning Public

    [ICLR 2026] OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning

    Python 78 3

  2. TongGu-LLM TongGu-LLM Public

    [EMNLP 2024] TongGu, a classical Chinese language model.

    73 5

  3. GPT-4V_OCR GPT-4V_OCR Public

    Evaluation of the Optical Character Recognition (OCR) capabilities of GPT-4V(ision)

    Python 129 4

  4. Document-AI-Recommendations Document-AI-Recommendations Public

    Algorithms, papers, datasets, performance comparisons for Document AI.

    210 9

  5. MegaHan97K MegaHan97K Public

    [PR 2025] The official GitHub page of "MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categories"

    Python 87 5

  6. HisDoc1B HisDoc1B Public

    25 1

Repositories

Showing 10 of 29 repositories
  • AutoHDR Public

    [ACL 2025 main] The official GitHub page of "Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration"

    SCUT-DLVCLab/AutoHDR's past year of commit activity
    Python 65 6 2 0 Updated Sep 30, 2026
  • Ancient_Bench Public
    SCUT-DLVCLab/Ancient_Bench's past year of commit activity
    Python 6 2 1 0 Updated Sep 13, 2026
  • DARL Public

    [ECCV 2026] DARL: Efficient Document-to-Markup Generation via Look-Ahead Diffusion Trajectory Sampling

    SCUT-DLVCLab/DARL's past year of commit activity
    Python 8 0 0 0 Updated Sep 3, 2026
  • TTFN Public

    [IEEE TIFS 2026] Bridging the Reality Gap in Tampered Text Detection: A Human-Crafted Real-World Dataset and a Text-Centric Approach

    SCUT-DLVCLab/TTFN's past year of commit activity
    8 0 0 0 Updated Aug 8, 2026
  • MCCD Public

    [ICDAR 2025] The official GitHub page of "MCCD: A Multi-Attribute Chinese Calligraphy Character Dataset Annotated with Script Styles, Dynasties, and Calligraphers"

    SCUT-DLVCLab/MCCD's past year of commit activity
    Python 45 2 3 0 Updated Jul 18, 2026
  • DocHighlight Public

    [PRCV 25] Towards Real-World Document Specular Highlight Removal: The DocHighlight Dataset and DocSHRNet Method

    SCUT-DLVCLab/DocHighlight's past year of commit activity
    6 0 0 0 Updated Jul 18, 2026
  • HisDoc1B Public
    SCUT-DLVCLab/HisDoc1B's past year of commit activity
    25 1 1 0 Updated Jul 17, 2026
  • SCUT-EnsExam Public

    SCUT-EnsExam is a real-world handwritten text erasure dataset for examination paper scenarios, which consists of 545 examination paper images. The dataset is randomly divided into training set and test set of 430 and 115 images, respectively.

    SCUT-DLVCLab/SCUT-EnsExam's past year of commit activity
    25 1 0 0 Updated Jul 17, 2026
  • MCS-Bench Public

    [ACL 25 main] MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies

    SCUT-DLVCLab/MCS-Bench's past year of commit activity
    Python 7 1 1 0 Updated Jul 17, 2026
  • ACP-RAG Public

    [NAACL 2025] Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights (ACP-Corpus; ACP-QA; ACP-RAG)

    SCUT-DLVCLab/ACP-RAG's past year of commit activity
    Python 13 0 0 0 Updated Jul 17, 2026