Signature Verification

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

Set Up

1. Ensure you have Keras 2.3+ and TensorFlow 2.0+

   • pip install keras
   • pip install tensorflow

2. Download the clean dataset from here (Original dataset from here)

   • wget https://www.dropbox.com/s/mlzce0xen9sv5of/data.zip?dl=1

3. Unzip the dataset

   • unzip data.zip?dl=1 -d data

How To Run

Navigate to correct directory and run python train.py

Customization

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)