Updated all models October 2024

Models/inception_module.py

@@ -1,35 +1,11 @@
+from itertools import filterfalse
 import sys
 import os
-
-from keras.layers.pooling import MaxPool2D 
-
-sys.path.append('c:/git/keras')
-sys.path.append('c:/git/absl')
-
-# installed 
-# py -mpip install numpy
-# py -mpip show numpy 
-# py -mpip install tensorflow
-# py -mpip show tensorflow
-# py -mpip install matplotlib
-# c:\users\skess\appdata\local\programs\python\python39\lib\site-packages
-
 import keras
-from keras.optimizers import adam_v2
-from tensorflow.keras.optimizers import Adam
-from keras.datasets import cifar10
-from keras.preprocessing.image import ImageDataGenerator
-from keras.models import Sequential
-from keras.utils import np_utils
-from keras.layers import Dense
 from keras.layers import Activation
-from keras.layers import Flatten
-from keras.layers import Dropout
 from keras.layers import BatchNormalization
 from keras.layers import Conv2D
-from keras.layers import MaxPooling2D
-from keras.callbacks import ModelCheckpoint
-from tensorflow.keras.callbacks import EarlyStopping
+from keras.layers import MaxPool2D
 from keras import regularizers
 from keras import optimizers
 from matplotlib import pyplot
@@ -52,6 +28,8 @@ def inception_module(x,kernel_init,bias_init,filters_1x1,filters_3x3_reduce,filt
    output=keras.layers.concatenate([conv_1x1,conv_3x3,conv_5x5,pool_proj],axis=3,name=name)
    return output
 
+
+