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PyBox/Pybox.py

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+# -*- coding: utf-8 -*-
+"""
+pybox: This is a software bundle containing Python and lots of Python packages preinstalled
+#######################Run this script to start the app########################
+-> Serve your app to any PC or Mac.
+---------
+@author: maikherbig
+"""
+__version__ = "0.1.0" #version number of pybox
+
+import os,sys,gc
+
+import pyqtgraph as pg
+from pyqtgraph.Qt import QtCore, QtWidgets, QtGui
+from pyqtgraph import Qt
+import pybox_start
+
+print("PyBox version: "+__version__)
+
+#suppress warnings/info from tensorflow
+os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
+
+#determine the Operating system
+if not sys.platform.startswith("win"):
+    from multiprocessing import freeze_support
+    freeze_support()
+# Make sure to get the right icon file on win,linux and mac
+if sys.platform=="darwin":
+    icon_suff = ".icns"
+else:
+    icon_suff = ".ico"
+
+##########################Optional: Splash-screen #############################
+##################(Only use it if you also have a frontend)####################
+try:
+    splashapp = QtWidgets.QApplication(sys.argv)
+    # Create and display the splash screen
+    splash = pybox_start.splashscreen(icon_suff)
+except:
+    pass
+
+########################Required: some script to execute#######################
+pybox_start.pybox_start()#Could be a banner. Or, you could put your whole script into pybox_start and only exectute this
+
+##############################Optional: GUI####################################
+#import frontend #import frontend very late such that the splashscreen loads fast
+
+dir_root = os.path.dirname(pybox_start.__file__)#ask the module for its origin
+def main():
+    app,MainWindow = pybox_start.pybox_main(icon_suff)
+
+    try:
+        splash.finish(MainWindow)
+    except:
+        pass
+
+    ret = app.exec_()
+    sys.exit(ret)
+
+if __name__ == '__main__':
+    try:
+        main()
+    except:
+        pass
+
+
+
+
+
+

PyBox/all_imports.py

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+# -*- coding: utf-8 -*-
+"""
+aid_imports
+list of each import
+---------
+@author: maikherbig
+"""
+
+import os,shutil,json,re,urllib
+import numpy as np
+import dclab
+import h5py,time
+import gc,tempfile
+import pandas as pd
+import tensorflow as tf
+from tensorflow.python.tools import optimize_for_inference_lib
+import keras
+from keras.models import load_model,Model
+from keras.layers import Dense,Activation
+from keras import backend as K
+
+import keras_metrics #side package for precision, recall etc during training
+global keras_metrics
+
+from keras2onnx import convert_keras
+from onnx import save_model as save_onnx
+from mmdnn.conversion._script import convertToIR,IRToCode,convert
+import coremltools
+import cv2
+import pyqtgraph as pg
+from pyqtgraph.Qt import QtCore, QtWidgets, QtGui
+import sys,traceback,ast
+from pyqtgraph.Qt import QtWidgets
+from scipy import ndimage
+from tensorflow.python.client import device_lib
+
+
+import pyqtgraph as pg
+from pyqtgraph import Qt
+
+import pybox_start
+
+import io,platform
+import copy
+from stat import S_IREAD,S_IRGRP,S_IROTH,S_IWRITE,S_IWGRP,S_IWOTH
+
+from tensorboard import program
+from tensorboard import default
+
+from tensorflow.python.client import device_lib
+
+from scipy import misc
+from sklearn import metrics,preprocessing
+import matplotlib.pyplot as plt
+import PIL
+import openpyxl,xlrd 
+import psutil
+
+from keras.models import model_from_json,model_from_config,clone_model
+from keras.preprocessing.image import load_img
+from keras.utils import np_utils,multi_gpu_model
+from keras.utils.conv_utils import convert_kernel
+from keras2onnx import convert_keras
+from onnx import save_model as save_onnx
+
+import frontend
+
+from keras.models import Sequential
+from keras.layers import Add,Concatenate,Input,Dense,Dropout,Flatten,Activation,Conv2D,MaxPooling2D,BatchNormalization,GlobalAveragePooling2D,GlobalMaxPooling2D,concatenate
+from keras.layers.merge import add
+from keras import regularizers
+from keras.engine.topology import get_source_inputs
+import keras_applications

PyBox/backend.py

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+# -*- coding: utf-8 -*-
+"""
+backend
+---------
+@author: maikherbig
+"""
+import os,shutil,json
+import io,sys
+import frontend
+dir_root = os.path.dirname(frontend.__file__)#ask the module for its origin
+
+
+def run_python(code):
+    codeOut = io.StringIO()
+    out,error = "",""
+    # capture output
+    sys.stdout = codeOut
+    try:
+        exec(code,globals())
+    except Exception as e:
+        error = str(e)
+    # restore stdout
+    sys.stdout = sys.__stdout__
+    out = codeOut.getvalue()
+    codeOut.close()
+
+    return out,error
+
+
+
+