Skip to main content
Python Software Foundation 20th Year Anniversary Fundraiser  Donate today!

Convenience functions for the HASY dataset

Project description

PyPI version Python Support

hasy_tools

hasy_tools is a support package for the HASY dataset. The dataset is described in The HASYv2 dataset.

The HASY dataset contains handwritten symbols obtained via Detexify and write-math.com. The data was rendered and is similar to MNIST.

Installation

$ pip install git+https://github.com/MartinThoma/hasy_tools.git

It can, of course, also be installed via PyPI.

Usage

>>> import hasy_tools
>>> data = hasy_tools.load()
>>> data.keys()
dict_keys(['x_train', 'y_train', 'x_test', 'y_test', 's_train', 's_test', 'labels'])
>>> len(data['labels'])
369
>>> data['x_train'].shape
(151241, 32, 32, 1)
>>> x_train = hasy_tools.preprocess(data['x_train'])
>>> y_train = np.eye(hasy_tools.n_classes)[y_train.squeeze()]

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for hasy-tools, version 0.1.1
Filename, size File type Python version Upload date Hashes
Filename, size hasy_tools-0.1.1-py3-none-any.whl (14.3 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size hasy_tools-0.1.1.tar.gz (13.8 kB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page