amaljoseph / EndToEnd_Signature-Detection-Cleaning-Verification_System_using_YOLOv5-and-CycleGAN

An end-to-end signature verification system to extract, clean and verify signatures in documents. Signatures are detected using YOLOv5. Noise is cleaned using a CycleGAN approach and verified. Keras / Tensorflow / PyTorch

Date Created 2021-06-03 (3 years ago)

Commits 8 (last one 2 years ago)

Stargazers 166 (0 this week)

Watchers 7 (0 this week)

Forks 65

License unknown

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RepositoryStats indexes 620,786 repositories, of these amaljoseph/EndToEnd_Signature-Detection-Cleaning-Verification_System_using_YOLOv5-and-CycleGAN is ranked #212,609 (66th percentile) for total stargazers, and #274,533 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #5,049/18,544.

amaljoseph/EndToEnd_Signature-Detection-Cleaning-Verification_System_using_YOLOv5-and-CycleGAN is also tagged with popular topics, for these it's ranked: pytorch (#2,818/6161), tensorflow (#1,192/2287), keras (#382/803), deeplearning (#218/417), yolov5 (#122/269)

Other Information

amaljoseph/EndToEnd_Signature-Detection-Cleaning-Verification_System_using_YOLOv5-and-CycleGAN has Github issues enabled, there are 14 open issues and 4 closed issues.

All Topics

keras vgg16 yolov5 pytorch cyclegan signatures tensorflow deeplearning signature-detection signature-validation signature-recognition signature-verification

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5 commits on the default branch (master) since jan '22

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updated: 2025-02-23 @ 09:18am, id: 373605191 / R_kgDOFkTDRw