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()]
1 maintainer
Metadata
1 maintainer
Release files for hasy-tools 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| hasy_tools-0.1.2.tar.gz | 15.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| hasy_tools-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 29.4 kB
Release files / hasy_tools-0.1.2.tar.gz
| Download URL | hasy_tools-0.1.2.tar.gz |
|---|---|
| Size | 15.1 kB |
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Release files / hasy_tools-0.1.2-py3-none-any.whl
| Download URL | hasy_tools-0.1.2-py3-none-any.whl |
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| Size | 14.3 kB |
| Tags | Python 3 |
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