kendricktan / what_character

Neural networks to recognize hand written english characters

what_character

Neural networks to recognize hand written english characters

Dependencies

Tensorflow

# Ubuntu/Linux 64-bit, CPU only:
$ sudo pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.8.0-cp27-none-linux_x86_64.whl

# Ubuntu/Linux 64-bit, GPU enabled. Requires CUDA toolkit 7.5 and CuDNN v4.  For
# other versions, see "Install from sources" below.
$ sudo pip install --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.8.0-cp27-none-linux_x86_64.whl

Numpy

pip install numpy

Matplotlib

pip install matplotlib

Getting-started

python fetch_database.py
python classify_database.py

References

Kassel, R (n.d.) 'OCR dataset' Retrieved from http://ai.stanford.edu/~btaskar/ocr/