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Alpha b #179

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merged 4 commits into from
Mar 12, 2024
Merged

Alpha b #179

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9baa68c
modified: Model_T&T.ipynb
Aydinhamedi Mar 12, 2024
9dfc54b
modified: .idea/workspace.xml
Aydinhamedi Mar 12, 2024
c8bc47c
modified: Interface/GUI/Data/GUI_main.py
Aydinhamedi Mar 12, 2024
0738934
new file: .idea/.name
Aydinhamedi Mar 12, 2024
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1 change: 1 addition & 0 deletions .idea/.name
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7 changes: 6 additions & 1 deletion .idea/workspace.xml
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106 changes: 61 additions & 45 deletions Interface/GUI/Data/GUI_main.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,58 +5,76 @@

# start L1
print('Loading the GUI...', end='\r')
# pylib
# Import Sys level
import os
import re
import time
import cv2
import sys
import json
import atexit
import queue
import hashlib
import pydicom
import cpuinfo
import difflib
import inspect
import traceback
import subprocess
import threading
import requests
from tqdm import tqdm
from time import sleep
import PySimpleGUI as sg
from loguru import logger
from tkinter import filedialog
from datetime import datetime
from PIL import Image
import tensorflow as tf
from keras.models import load_model
from keras.preprocessing.image import ImageDataGenerator
from requests.exceptions import RequestException, ConnectionError
from keras.utils import to_categorical
import numpy as np
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
# Utils
from Utils.one_cycle import OneCycleLr
from Utils.lr_find import LrFinder
from Utils.Grad_cam import make_gradcam_heatmap
from Utils.print_color_V2_NEW import print_Color_V2
from Utils.print_color_V1_OLD import print_Color
from Utils.FixedDropout import FixedDropout
from Utils.Other import *
import sys
import tkinter as tk
from tkinter import messagebox
# Try to import main GUI lib
try:
import PySimpleGUI as sg
except (ImportError, NameError):
root = tk.Tk()
root.withdraw()
messagebox.showinfo('Internal Error | Exiting', 'Failed to import PySimpleGUI, exiting...')
sys.exit()
# prep GUI
sg.theme('GrayGrayGray')
# Start
sg.popup_auto_close('Loading GUI...', non_blocking=True, auto_close_duration=2, no_titlebar=False)
# pylib
try:
import re
import time
import cv2
import json
import atexit
import queue
import hashlib
import pydicom
import cpuinfo
import difflib
import inspect
import traceback
import subprocess
import threading
import requests
from tqdm import tqdm
from time import sleep
from loguru import logger
from tkinter import filedialog
from datetime import datetime
from PIL import Image
import tensorflow as tf
from keras.models import load_model
from requests.exceptions import RequestException, ConnectionError
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
# Utils
from Utils.Grad_cam import make_gradcam_heatmap
from Utils.print_color_V2_NEW import print_Color_V2
from Utils.print_color_V1_OLD import print_Color
from Utils.FixedDropout import FixedDropout
from Utils.Other import *
except (ImportError, NameError):
print('Failed to load the GUI libs')
print('detailed error message:')
traceback.print_exc()
sg.popup(
f'An internal error occurred.\nERROR-INFO:\n\nFailed to load the GUI python libs.\n\nErr-Traceback:\n{traceback.format_exc()}',
title=f'Internal Error | Exiting',
custom_text=('Exit'))
sys.exit()
# global vars>>>
# CONST SYS
GUI_Ver = '0.9.1 Pre2'
GUI_Ver = '0.9.1 Pre3'
Model_dir = 'Data/PAI_model' # without file extention
Database_dir = 'Data/dataset.npy'
IMG_AF = ('JPEG', 'PNG', 'BMP', 'TIFF', 'JPG', 'DCM', 'DICOM')
Github_repo_Releases_Model_info_name = 'model_info.json'
Github_repo_Releases_URL = 'https://api.github.com/repos/Aydinhamedi/Pneumonia-Detection-Ai/releases/latest'
Model_FORMAT = 'H5_SF' # TF_dir/H5_SF
IMG_RES = (224, 224, 3)
train_epochs_def = 4
SHOW_CSAA_OS = False
Debug_m = False
# normal global
available_models = []
Expand Down Expand Up @@ -103,8 +121,6 @@ def is_updated(self):
for gpu_instance in physical_devices:
tf.config.experimental.set_memory_growth(gpu_instance, True)
# Making the GUI layout >>>
# prep GUI
sg.theme('GrayGrayGray')
# Main
GUI_layout_Tab_main = [
[sg.Text('Enter the image dir:', font=(None, 10, 'bold'))],
Expand Down Expand Up @@ -624,7 +640,7 @@ def main() -> None:
# start
sg.SystemTray.notify(f'Pneumonia-Detection-Ai-GUI', f'Gui started.\nV{GUI_Ver}')
if Debug_m:
sg.SystemTray.notify(f'Pneumonia-Detection-Ai-GUI', f'Looks like you are a programmer\nWow.\nV{GUI_Ver}')
sg.SystemTray.notify(f'Pneumonia-Detection-Ai-GUI', f'Looks like you are a programmer\nWow.\nV{GUI_Ver}', icon=sg.SYSTEM_TRAY_MESSAGE_ICON_WARNING)
sg.show_debugger_window()
# global
global GUI_window
Expand All @@ -645,7 +661,7 @@ def main() -> None:
GUI_tab_other = sg.Tab('Ai Model', GUI_layout_Tab_Ai_Model)
GUI_layout_group = [[sg.TabGroup([[GUI_tab_main, GUI_tab_other]])]]
# Create the window
GUI_window = sg.Window(f'Pneumonia-Detection-Ai-GUI V{GUI_Ver}', GUI_layout_group)
GUI_window = sg.Window(f'Pneumonia-Detection-Ai-GUI V{GUI_Ver}', GUI_layout_group, finalize=True)
# Pre up
CI_umij()
# Main loop for the Graphical User Interface (GUI)
Expand Down
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