I will develop signature comparison and authentication algorithm using deep learning
AI Performance Computer Vision Team
About this Gig
We will develop custom signature comparison and authentication algorithms using deep learning, Python, and computer vision for reliable signature verification applications.
Whether you need to determine whether a signature is genuine, compare two signatures, detect variations, or build an automated verification pipeline, We can develop a solution based on your dataset and requirements.
The system can include signature preprocessing, image enhancement, feature extraction, similarity comparison, deep learning model development, model training, validation, threshold optimization, and authentication logic. We can also integrate the trained model into an existing Python application or verification workflow.
Services include:
- Signature comparison
- Signature verification
- Signature authentication
- Deep learning models
- Biometric verification
- Image preprocessing
- Similarity analysis
- Model training and evaluation
- Python AI development
- Custom authentication algorithms
I can work with genuine and forged signature datasets, existing models, or your current code and develop the required pipeline around your application.
Programming language:
Python
•
R
•
MATLAB
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Colab
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Java
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Excel
•
MLflow
•
SimpleCV
•
CVAT
Frameworks:
Scikit-learn
•
DeepPy
•
SimpleCV
•
Keras
•
PyTorch
•
TensorFlow

