Signature Verification

This is a custom-built siamese, one-shot learning network for signature verification

Set Up

Ensure you have Keras 2.3+ and TensorFlow 2.0+
- pip install keras
- pip install tensorflow
Download the clean dataset from here (Original dataset from here)
- wget https://www.dropbox.com/s/mlzce0xen9sv5of/data.zip?dl=1
Unzip the dataset
- unzip data.zip?dl=1 -d data

Navigate to correct directory and run python train.py

Paramater	Location
Epochs	train.py
Optimization Function	train.py
Batch Size	train.py
Hard Triplets	train.py
Random Triplets	train.py
Input Shape	helper_functions.py
Network	helper_functions.py (create_network)
Triplet Loss Alpha	helper_functions.py (create_model)