gnbaron / Signature Recognition
Licence: mit
Verify the authenticity of handwritten signatures through digital image processing and neural networks.
Stars: ✭ 95
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Signature Recognition ✍️
Verify the authenticity of handwritten signatures through digital image processing and neural networks.
This is an experimental project built during our research on the usage of AI throughout the most diverse fields.
Dataset
We got the dataset from ICDAR 2009 Signature Verification Competition (SigComp2009).
Usage
-
python sigrecog.pyruns using our backpropagation neural network implementation -
python sigrecogtf.pyruns using a tensorflow model based on logistic regression
Built with
- OpenCV
- Tensorflow
Requirements
- Python 3.6
- OpenCV 3.2
- Numpy
- Tensorflow
Contributors
 Guilherme Baron |
 Anisio Marques Junior |
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