Revert model

app.py

@@ -8,16 +8,17 @@ import keras
 from keras.models import Sequential
 from keras.layers import Dense
 
-input_len = 43
+input_len = 34
 output_len = 2
 model = Sequential()
-model.add(Dense(input_len * 8, input_dim=input_len, activation='tanh', bias_initializer='zeros', name='Input_layer'))
-model.add(Dense(input_len * 8, activation='tanh', bias_initializer='zeros', name='Layer1'))
-model.add(Dense(output_len, activation='sigmoid', bias_initializer='zeros', name='Output'))
+model.add(Dense(input_len * 8, input_dim=input_len, activation='tanh', bias_initializer='zeros'))
+model.add(Dense(input_len * 8, activation='tanh', bias_initializer='zeros'))
+model.add(Dense(input_len * 8, activation='tanh', bias_initializer='zeros'))
+model.add(Dense(output_len, activation='sigmoid', bias_initializer='zeros'))
 model_checkpoint_path = os.path.join('model', 'biofilms_model_checkpoint')
 model.load_weights(model_checkpoint_path)
 
-materials_labels = ["фтор",	"графен",	"Si/SiO2: 2 - нано Si",	"Al/Al(OH)3",	"Li",	"Ti/TiO2",	"Pb",	"ZrO2",	"Co",	"V",	"Fe/FeOn: 2 - ферралит",	"Cu",	"Ag",	"Cr",	"Zn",	"ZnS",	"Mn",	"Ca",	"Mg",	"Na",	"K",	"NH4/NO2",	"CO2 atm",	"солонец",	"Muscovite",	"Mont-t",	"Kaolinite",	"Chlorite",	"Fillite",	"Clinochlor",	"Calcite",	"Dolomite",	"Barite",	"Gypsum"]
+materials_labels = ["Графен", "Si/SiO2", "Al(OH)3", "TiO2", "Co", "V", "Fe/FeOn", "Cu", "Ag", "Cr", "Zn", "ZnS", "Mn", "Ca", "Mg", "Na", "NH4", "Muscovite", "Mont-t", "Kaolinite", "Chlorite", "Fillite", "Clinochlor", "Calcite", "Dolomite", "Barite", "Gypsum"]
 sharpness_values = ["волнистая", "пористая", "дисперсная", "грубодисперсная"]
 
 def get_sample_dat(sample):

model/biofilms_model.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8be7746dc42e1ae3c9f64bbe71c412e29324feea076ed46129293f0f9d2ba81d
+size 1934000

model/biofilms_model_checkpoint.data-00000-of-00001

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:787fb3f261c940e1a6f9080a4c52cf55de88b03506ca645f5be3dba8a7d451b5
-size 1616609
+oid sha256:b5e31dbd11994694ee0b5fd5f170431f44b5640a267ccab321059bdefa235876
+size 1906157

model/biofilms_model_checkpoint.index

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4e44ecf43823cd74aa3aa88db76da92530d648b37c66b149be0c619a8f44fbea
-size 1329
+oid sha256:52d7257721f6f2bf7cf41988a9ffb010bb0f4b34d7862f6680e1977d9dc75b1a
+size 1670

model/checkpoint

@@ -0,0 +1,2 @@
+model_checkpoint_path: "biofilms_model_checkpoint"
+all_model_checkpoint_paths: "biofilms_model_checkpoint"