Signature-Verification_System_using_YOLOv5-and-CycleGAN

Signature-Verification_System_using_YOLOv5-and-CycleGAN

amaljoseph

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

83 Stars
30 Forks
83 Watchers
Jupyter Notebook Language
Cost to Build
$246.4K
Market Value
$412.8K

Growth over time

2 data points  ·  2023-02-15 → 2023-07-07
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What is the amaljoseph/Signature-Verification_System_using_YOLOv5-and-CycleGAN GitHub project? Description: "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". Written in Jupyter Notebook. Explain what it does, its main use cases, key features, and who would benefit from using it.

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