projectParams.py

#!/usr/bin/env python3
"""
This file contains project global parameters.

@author: Netanel Azoulay
@author: Roman Koifman
"""
import os
from PIL import ImageFont

# W = Space
# X = Del
# Y = None
classes = 'A B C D E F G H I J K L M N O P Q R S T U V W X Y'.split()

alphaBet = "א ב ג ד ה ו ז ח ט י כ ל מ נ ס ע פ צ ק ר ש ת".split()  # use this and not 'א'+index since includes finals.
alphaBet.append(' ')  # append space to be at the last index.
# finals: ך ם ן ף ץ

modelPath = 'Model/cnn12_model.h5'
modelWeights = 'Model/cnn12_weights.h5'

font = ImageFont.truetype(font='fonts/arial.ttf', size=32)

# Image Dimension
imgDim = 128

# HyperParams
nbatch = 128  # 32 default. Number of samples to propagate each epoch.
learnRate = 0.001

# Dataset folders
trainFolder = 'images/train/'
validFolder = 'images/validation/'
testFolder = 'images/test/'

# Log folder to save weights and training graphs.
logFolder = "Temp"
try:
    os.makedirs(logFolder)
except OSError:
    pass