amaljoseph / Signature-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 158 (0 this week)

Watchers 6 (0 this week)

Forks 61

License unknown

Ranking

RepositoryStats indexes 595,856 repositories, of these amaljoseph/Signature-Verification_System_using_YOLOv5-and-CycleGAN is ranked #215,211 (64th percentile) for total stargazers, and #300,666 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #5,095/17,543.

amaljoseph/Signature-Verification_System_using_YOLOv5-and-CycleGAN is also tagged with popular topics, for these it's ranked: pytorch (#2,844/6025), tensorflow (#1,221/2255), keras (#391/794), deeplearning (#216/407), yolov5 (#121/265)

Other Information

amaljoseph/Signature-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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The primary language is Jupyter Notebook but there's also others...

updated: 2024-12-21 @ 10:54pm, id: 373605191 / R_kgDOFkTDRw