From 0ad8c4e210825909a684a2cff6812f1d49a43b4d Mon Sep 17 00:00:00 2001 From: Stulejarz Date: Tue, 11 Mar 2025 09:25:41 +0000 Subject: [PATCH 1/7] test --- test.ipynb | 1 + 1 file changed, 1 insertion(+) create mode 100644 test.ipynb diff --git a/test.ipynb b/test.ipynb new file mode 100644 index 0000000..03840a2 --- /dev/null +++ b/test.ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"authorship_tag":"ABX9TyMVolxnXuuwzlLI6bKQi1kc"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":null,"metadata":{"id":"wLxNTxyRhDDI"},"outputs":[],"source":[]}]} \ No newline at end of file From 9612de8a222fe18d1e55c3e968395e8d45074e06 Mon Sep 17 00:00:00 2001 From: Stulejarz Date: Tue, 11 Mar 2025 09:31:05 +0000 Subject: [PATCH 2/7] fix bug --- __pycache__/autoXRD.cpython-311.pyc | Bin 0 -> 8563 bytes __pycache__/autoXRD_vis.cpython-311.pyc | Bin 0 -> 5493 bytes space_group_a_CNN.py | 2 +- 3 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 __pycache__/autoXRD.cpython-311.pyc create mode 100644 __pycache__/autoXRD_vis.cpython-311.pyc diff --git a/__pycache__/autoXRD.cpython-311.pyc b/__pycache__/autoXRD.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..5910bc6863c8d979ca2ece7f513ad415745c9e49 GIT binary patch literal 8563 zcmeHMeM}t372mz@Z@A+ExHNbHJN79y_%Jpfb)8@?wn;Gw0USf@qV??p=NxREfG>L5>d{TtzKH39!gRX$&rYZNTf<7w`!%^Xw_INA*HIU7O8&_Mg1rLq;K}% z?uIX$r2VfucW>wB-preM^Jd;}-u%|>b`bE464{YbKSBH*{aAktYniW~h0I$7LktoO z$rz&Kph15d2TkxcM$KcEK?{lgGeO=uXobA_RbtS_Sb*9YD^Lex1L|b#KwXTXmk2oM zH%WqUwDyJ1ncpSYfA7KS5 zHcSnVb72ww6sX}CPeBDrh_hjlr>Qv49**;|Fe?ZVZsZWf#rQEg8kwXKyMyK!ilIds zZqEy6M}3bBW1j+>wc*%!w->N%Ekoa^kPo*j*e zv1_rYNJqi~)kR;9@w6D@C#VLh7o^hh7|-gJ5p#Pq8lkx`t9SJ|R$ys9JgWcO$Bu@% zSTr^=;cx&K6^=116%nX$j$wJKJx+&5S*o%A2o;TlSx#UNQSm5C3oI3mh^YMuY8-xm zIz-^pE7JnSz7&tr5sqajM}*V=dG4w9(7C7Tc|oK=(a_3T`I(4#cKkBMv+E(n;0>fp9 z*PtEAG-)OX#xMyLhYfr3)kW0vwdcXyxQt0yKB9BIHbLyR{`ZwV39=<)ZiJF)*l+^6 zG9yVwSYXEP6{N@&r0aQ$X5iwQSs10`tY)5M`Iw-Yd72wxHRD)>146$vZ`Mp`U1+8# z%LO&V^`K_v^a3&>faVCa{-|$)4dECk!n$c-_{cT3;oL+>e}}rBZGi94+Ujj6tYXcE z79eVgFNbFK!dF-ZGDX}k_08H+{x>|co}YJ4^~tr%F3-%_B$H}PUA=KEc~NoIs;=6p zrqeBPr+2rjiabus$%xs?YcCR3F@gQb9KIV z!8_ldX`UNXYMa#BCdJ?Mp|IGrMCz$#sr}QsCHm9-OV*EntTcD3&7FU#yUS#I`_?}F z=d;gWQ2H-q2L_e?!EEo~pU0G^FRD*pRGKd;WtU{LOrw+}jGM>sE)HK$PXtKo26mcYy3ko3*x)GIIc4Ht;UI<`Cvb+P^k9svwpT-l~%@vYc%1Ld<^-b&ds-BbCd6pWCI>R zcoNKDp&uA;!Pa~`uM)|QkDPk~Yo|yi>>y^zhcx!Ek{LVF)b8Xaj zAF%?NZ|6NcLc~1U0(i8Vcoz`O0&tOujcHc&j&LFruy7K9cX%`gXA{jr$Kx!=XhwjK znh9}fwz2W37>P$GcsFXt10+z!m!js3-1wMgiqm{hGXVmH8UR5#-i!Erh`|KMGX@Z- z{<3oHbvPa1)jodb-Lm980f|;_p&bK{t9;Lkg!?K0G#Tq@eFV@`|_@Meu z^&gB&p}Sr^1@D%9*7>RDGmjGNzAGxhUgeQK9CzKbxqjh%-I?r5)ucLZ?4Nx>vDK)y znyjrx*ZA5*nA4XPPeAnqWaF1kPm+B7xO{xM>d~96>Hf^oOjD+5fy^AAyYyk>otDMk z#nZ~s4)thznLjaz^?^DcO|gQ;7!yB$m=H*T{D z+XErwrG$M~&I$qw8=RE`8|8x_)@~rAaZ3p4#N-v66JB04GZ=();;#B3fR+oB_n`4T z9E3D(2_bPXUKkl(zTL>&yB--1x;H~eM=`Vj@C}j+M+bnxdWcD~?+77_xC$^ua_!t! 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But the newtowrks are training and can be plotted --- __pycache__/autoXRD_vis.cpython-311.pyc | Bin 5493 -> 5642 bytes autoXRD_vis.py | 22 +++---- keras_model0.keras | Bin 0 -> 138359 bytes keras_model1.keras | Bin 0 -> 138359 bytes keras_model2.keras | Bin 0 -> 138359 bytes keras_model3.keras | Bin 0 -> 138359 bytes keras_model4.keras | Bin 0 -> 138359 bytes plots/training_validation_plots_0.png | Bin 0 -> 33329 bytes plots/training_validation_plots_1.png | Bin 0 -> 35703 bytes plots/training_validation_plots_2.png | Bin 0 -> 33370 bytes plots/training_validation_plots_3.png | Bin 0 -> 30647 bytes plots/training_validation_plots_4.png | Bin 0 -> 37469 bytes space_group_a_CNN.py | 74 +++++++++++++++++++----- 13 files changed, 72 insertions(+), 24 deletions(-) create mode 100644 keras_model0.keras create mode 100644 keras_model1.keras create mode 100644 keras_model2.keras create mode 100644 keras_model3.keras create mode 100644 keras_model4.keras create mode 100644 plots/training_validation_plots_0.png create mode 100644 plots/training_validation_plots_1.png create mode 100644 plots/training_validation_plots_2.png create mode 100644 plots/training_validation_plots_3.png create mode 100644 plots/training_validation_plots_4.png diff --git a/__pycache__/autoXRD_vis.cpython-311.pyc b/__pycache__/autoXRD_vis.cpython-311.pyc index 106144d73b069644cf5c8c0024f237b331e6539d..640c7cc2c8d18a1ac87041ead91b332b3be12f4a 100644 GIT binary patch delta 1136 zcma)4O=uHA6rM>o$?PV(ar0BFRhw!X0dlIYji(Ll5;L9#nSAilrbFLG&ny7f;Sa5*kmwWgp+0_r0HaZ+`8X z+9N#^MFCLRJp6HhmtRPE6qz#v@E9b(b#`7942Mh%D6&d@CBddS2*5o3{|W>coB^t( zWCL)$%*JNS(TrTlhavfnnxKXBnBAn2uYw|J=W8~?p<;y6P?5z(_S&mWS;WXK09z`{ zPFPfTDJ?BoybZIl72EQNeBf&*;ifVnVa9xgwayo(u~>-P0bqzS?G?=biDPvk<_EY5 zA%U_q6BE)cJDr?bzC7*HL8gS7tqv?E1T5v9b989)<-tKfW5wcVJ_=P(`g?E6T-PhL z*7Y+-*E3&S5vvD*S{x@|8fP!j?A2Q;W?HcsY$5mTJK%<5$!~U#na|1$Zv zIvn&krf%6*quFXcBT8lU=r~5yNb<1L1wq6%^8sg5B>8rPTrauP@^_sU;_qH0| z*4rnOT@N;;wx_PGNzOE!#_3Q7&frW>=EjrWheO%Zy0<}>8ggs(g}|@$LVsDAvfg|9R&;&&`^N*oqqEgXM1_dIcuu7HV=iB(3rw@+~`;} z#|L9d6~#&yQy!)|iQDD3USRMdX>+}{#3<}1ockTur~3{Q!~Oce5qh+0jfF-r%@tzQ s7N*z+6h?mzl)Vf$Q}r7KN1}LqINYY(B=0>F&dt#O1C&*eT<~uB0|FoZ`v3p{ delta 1043 zcma)5OH30%7@qBJmux<7V@*ul1Op}XP~!zJM(!TEx(S5D1P@*f7cQQhL0hN?!%p_kH~)P9>)YAqCwER* zmjuBK@G}hZLy_`#)-2aLN(1l`L@DC_^F)dmQqZ7)h@o%-X;f=!p=i`gJ5ajZ)<=P4 zRn$~C20$?`;^39N1oShM1UH;ncs=qd{5-0ELMbyTEWD6d0 z=$v_dVLaB`Et3m_mMm{58|oLnogTp3F8ofu#upXuAMuWr*g zkIs4Gz75WfO_>Qjv7VaYg=A;SKkH3;*ZG<+e2vOze51}cCJaBM%K0nmL{7>}9h%gk zOC67{#?Q}ICF&A4wya``O2U*c6`H@0wxvC$c{MU*p_5=gxC(^g(PeZnMD1z5gyQ7+iGgaJx+Yg(k};Jv}lm zS70prh>?itMj3kpJ4oOy^wqv*9K|q*UO7H916u7_G$O5a`mt-19S@Dd(4>5uP~F53 pd1XRh267w0t=RnHybs3U)ctUm{1Dx7#>6VBVH*@pC;I6;@*ARX*>nH^ diff --git a/autoXRD_vis.py b/autoXRD_vis.py index a19c5b7..7128a3e 100644 --- a/autoXRD_vis.py +++ b/autoXRD_vis.py @@ -61,28 +61,30 @@ def get_cam(model_name, elements, spectra): # Plot CLass Activation Map of both an individual CAM and an average CAM def plot_cam(cam_output, title, *args): - #*arg is here a vector with the actual spectra - x = np.linspace(10,69.96,cam_output.shape[0]) + if cam_output.size == 0: # Check if cam_output is empty + print("Error: cam_output is empty. Unable to plot.") + return # Exit the function to prevent further errors + + x = np.linspace(10, 69.96, cam_output.shape[0]) y = cam_output - y2=[] + y2 = [] for arg in args: y2.append(arg) if len(y2) != 0: - y2=np.array(y2).reshape(1200,) + y2 = np.array(y2).reshape(1200,) - fig, (ax,ax2) = plt.subplots(nrows=2, sharex=True) + fig, (ax, ax2) = plt.subplots(nrows=2, sharex=True) - extent = [x[0]-(x[1]-x[0])/2., x[-1]+(x[1]-x[0])/2.,0,1] - ax.imshow(y[np.newaxis,:], cmap="plasma", aspect="auto", extent=extent, interpolation='gaussian') + extent = [x[0] - (x[1] - x[0]) / 2., x[-1] + (x[1] - x[0]) / 2., 0, 1] + ax.imshow(y[np.newaxis, :], cmap="plasma", aspect="auto", extent=extent, interpolation='gaussian') ax.set_yticks([]) ax.set_xlim(extent[0], extent[1]) if len(y2) != 0: - ax2.plot(np.linspace(10,69.96,1200),y2) + ax2.plot(np.linspace(10, 69.96, 1200), y2) ax2.set_xlabel(r"$2 \theta$ (Degrees)") ax2.set_title("Pattern") - fig.suptitle(title, fontsize=16) @@ -101,7 +103,7 @@ def find_incorrects(ground_truth,predictions_ord): #Join predictions and ground truth and convert to dataframe comparision_array=np.concatenate([truth,temp],axis=1) comparision_df=pd.DataFrame(data=comparision_array[:,1:], index=comparision_array[:,0], columns=['Truth','Prediction']) - comparision_df['Model']='keras_model'+str(k)+'.h5' + comparision_df['Model']='keras_model'+str(k)+'.keras' #Find incorrects and save dataframe incorrect_df=comparision_df[comparision_df.Truth != comparision_df.Prediction] diff --git a/keras_model0.keras b/keras_model0.keras new file mode 100644 index 0000000000000000000000000000000000000000..37684428c421b8c90518d3f942b4d9131f2f3b87 GIT binary patch literal 138359 zcmeEt2|ShG)-W<<2qiLQY|vm%IM3P%p)_eEMKYHuL((isgd!qJNeUrDGMs0fW~5S) zDU=4Kc`hpY9@D+||G)SD{_l6c_j}*>`)-flIs5Fr*WP>WwbxpE4UdIZ!+0gR1|DUu z=vj$UGnh)>N0j+^xdb>mI|evvto8Tt-mJ3D#m~{-VS|gGzlV>vijk6vu7-hzmdX?* z6$Z$~!QXL%i*sMIj+V}}sam>IwWk?t>lo?k8tECRY+d-9l{_WJo4AhR;_CYdGb=gy 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################################################################# - # Loads series of functions for preprocessing and data augmentation from autoXRD import * # Loads CAMs visualizations for a-CNN @@ -37,6 +36,7 @@ from sklearn.preprocessing import OneHotEncoder from sklearn import metrics from sklearn.model_selection import KFold +from sklearn.metrics import precision_score # Neural networks uses Keran with TF background import keras as K @@ -45,8 +45,10 @@ from keras.callbacks import ReduceLROnPlateau from keras.callbacks import EarlyStopping from keras.layers import GlobalAveragePooling1D +from keras.models import load_model import tensorflow as tf +from tensorflow import keras # Clear Keras and TF session, if run previously K.backend.clear_session() @@ -194,7 +196,7 @@ train_dim = train_combine.reshape(train_combine.shape[0],1200,1) train_y = np.concatenate((y_th,exp_train_y)) trains_y.append(train_y) - train_y_hot = enc.fit_transform(train_y.reshape(-1,1)) + train_y_hot = enc.fit_transform(train_y.reshape(-1,1)).toarray() # Convert to dense array # Define network structure model = Sequential() @@ -223,14 +225,47 @@ # Define test data test_x = X_exp[test] test_x = test_x.reshape(test_x.shape[0],1200,1) - test_y = enc.fit_transform(y_exp.reshape(-1,1))[test] - + test_y = enc.fit_transform(y_exp.reshape(-1,1)).toarray()[test] + + if isinstance(train_y_hot, tf.sparse.SparseTensor): + train_y_hot = tf.sparse.to_dense(train_y_hot) + # Fit model hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, verbose=1, validation_data=(test_x, test_y)) # hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, # verbose=1, validation_data=(test_x, test_y), callbacks = [early_stop]) -# + + #print(hist.history.keys()) + + plt.figure(figsize=(12, 6)) + + # Loss plot + plt.subplot(1, 2, 1) + plt.plot(hist.history['loss'], label='Training Loss') + plt.plot(hist.history['val_loss'], label='Validation Loss') + plt.title('Loss over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Loss') + plt.legend() + + # Accuracy plot + plt.subplot(1, 2, 2) + plt.plot(hist.history['categorical_accuracy'], label='Training Accuracy') + plt.plot(hist.history['val_categorical_accuracy'], label='Validation Accuracy') + plt.title('Accuracy over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Accuracy') + plt.legend() + + plt.tight_layout() + + # Ensure the plot is displayed + dirname2 = "/content/drive/MyDrive/DLP/DLP_autoXRD/plots" + + plot_filename = os.path.join(dirname2, f'training_validation_plots_{k}.png') + plt.savefig(plot_filename) + #Compute model predictions prediction=model.predict(test_x) @@ -242,8 +277,8 @@ accuracy_exp[k] = metrics.accuracy_score(y_exp[test], prediction_ord) accuracy_exp_r1[k] = metrics.recall_score(y_exp[test], prediction_ord, average='macro') accuracy_exp_r2[k] = metrics.recall_score(y_exp[test], prediction_ord, average='micro') - accuracy_exp_p1[k] = metrics.precision_score(y_exp[test], prediction_ord, average='macro') - accuracy_exp_p2[k] = metrics.precision_score(y_exp[test], prediction_ord, average='micro') + accuracy_exp_p1[k] = metrics.precision_score(y_exp[test], prediction_ord, average='macro', zero_division=1) + accuracy_exp_p2[k] = metrics.precision_score(y_exp[test], prediction_ord, average='micro', zero_division=1) f1[k]=metrics.f1_score(y_exp[test], prediction_ord, average='micro') f1_m[k]=metrics.f1_score(y_exp[test], prediction_ord, average='macro') @@ -258,7 +293,8 @@ logs.append(log) #Save models on current folder with names subscripts 0 to 4 - model.save(os.path.join(dirname, 'keras_model')+str(k)+'.h5') + #model.save(os.path.join(dirname, 'keras_model')+str(k)+'.h5') + model.save(os.path.join(dirname, 'keras_model') + str(k) + '.keras') # accuracy = np.array(accuracy) @@ -273,6 +309,13 @@ # Compute correctly classified and incorrectly classified cases corrects, incorrects = find_incorrects(ground_truth,predictions_ord) +def get_cam(model_path, trains, X_exp): + # Load the model using keras.models.load_model + model = keras.models.load_model(model_path, compile=False) + + # Compile the loaded model, ensure it's ready for use + model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy']) + # Get dataframe of all incorrects and dataframe of all corrects corrects_df = pd.concat([r for r in corrects], ignore_index=False, axis=0) incorrects_df = pd.concat([r for r in incorrects], ignore_index=False, axis=0) @@ -281,23 +324,24 @@ # Trains refers to the elements in X_exp used for training # Choose the model in cross validation as output, in this case we plot number 5 -cam_outputs=get_cam('keras_model4.h5', trains[4], X_exp) +cam_outputs=get_cam('keras_model4.keras', trains[4], X_exp) +print(f"this is the cam_outputs",cam_outputs) cam_df=pd.DataFrame(cam_outputs) cam_df=cam_df.iloc[1:] cam_df['Label']=y_exp[trains[4]] # CAM with all augmented training data rng=range(0,7000) -cam_outputs2=get_cam('keras_model4.h5', rng, train_combine) +cam_outputs2=get_cam('keras_model4.keras', rng, train_combine) cam_df2=pd.DataFrame(cam_outputs2) cam_df2=cam_df2.iloc[1:] cam_df2['Label']=train_y # Now we focus on the incorrectly labelled cam's -incorrects_filtered=incorrects_df[incorrects_df.Model=='keras_model4.h5'] +incorrects_filtered=incorrects_df[incorrects_df.Model=='keras_model4.keras'] # Get CAM of incorrectly classified cases -cam_inc=get_cam('keras_model4.h5', [int(element) for element in incorrects_filtered.index], X_exp) +cam_inc=get_cam('keras_model4.keras', [int(element) for element in incorrects_filtered.index], X_exp) cam_inc=pd.DataFrame(cam_inc) cam_inc=cam_inc.iloc[1:] @@ -310,12 +354,14 @@ means_6=cam_filtered.mean() means_6=means_6.iloc[:-1] +print(f"this is the input to the plot_cam",means_6) #check if the input is empty + #Plot the average class map for class 6 plot_cam(means_6,'Average CAM for Class 6, trained model4.h5') #Plot correctly classified CAMs and patterns, no need to change this -corrects_filtered=corrects_df[corrects_df.Model=='keras_model4.h5'] -cam_cor=get_cam('keras_model4.h5', [int(element) for element in corrects_filtered.index], X_exp) +corrects_filtered=corrects_df[corrects_df.Model=='keras_model4.keras'] +cam_cor=get_cam('keras_model4.keras', [int(element) for element in corrects_filtered.index], X_exp) cam_cor=pd.DataFrame(cam_cor) cam_cor=cam_cor.iloc[1:] From 352264aa38528c5b7f23aef51cec88767366665c Mon Sep 17 00:00:00 2001 From: Stulejarz Date: Sat, 15 Mar 2025 13:57:16 +0000 Subject: [PATCH 5/7] add plots --- __pycache__/autoXRD_vis.cpython-311.pyc | Bin 5642 -> 5642 bytes keras_model0.keras | Bin 138359 -> 138359 bytes keras_model1.keras | Bin 138359 -> 138359 bytes keras_model2.keras | Bin 138359 -> 138359 bytes keras_model3.keras | Bin 138359 -> 138359 bytes keras_model4.keras | Bin 138359 -> 138359 bytes plots/training_validation_plots_0.png | Bin 33329 -> 81957 bytes plots/training_validation_plots_1.png | Bin 35703 -> 72880 bytes 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bytes autoXRD_vis.py | 41 +++++++++++++----- keras_model0.keras | Bin 138359 -> 138360 bytes keras_model1.keras | Bin 138359 -> 138360 bytes keras_model2.keras | Bin 138359 -> 138360 bytes keras_model3.keras | Bin 138359 -> 138360 bytes keras_model4.keras | Bin 138359 -> 138360 bytes ...age CAM for Class 6, trained model4.h5.png | Bin 0 -> 18883 bytes ... pattern: true class 6, predicted is 6.png | Bin 0 -> 28793 bytes plots/training_validation_plots_0.png | Bin 81957 -> 33812 bytes plots/training_validation_plots_1.png | Bin 72880 -> 35912 bytes plots/training_validation_plots_2.png | Bin 69785 -> 32320 bytes plots/training_validation_plots_3.png | Bin 89551 -> 35020 bytes plots/training_validation_plots_4.png | Bin 83393 -> 32944 bytes space_group_a_CNN.py | 13 +++--- 16 files changed, 35 insertions(+), 19 deletions(-) create mode 100644 plots/Average CAM for Class 6, trained model4.h5.png create mode 100644 plots/CAM for single pattern: true class 6, predicted is 6.png diff --git 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load_model(model_name) + model = load_model(model_name) + + # Get the input layer explicitly (as before) + input_layer = model.get_layer(index=0) + + # Dummy input with expected shape (as before) + dummy_input = np.zeros((1, spectra[elements].shape[1], 1)) + _ = model(dummy_input) + gap_weights = model.layers[-1].get_weights()[0] - cam_model = Model(inputs=model.input, + + # Create the cam_model (as before) + cam_model = Model(inputs=input_layer.input, outputs=(model.layers[-3].output, model.layers[-1].output)) - features, results = cam_model.predict(spectra[elements].reshape(spectra[elements].shape[0],1200,1)) - cam_outputs=np.zeros([10,1]) - -# Extract Class Activation MAPS - for idx,element in enumerate(elements): - + # This is the key change: move cam_model.predict outside the loop + features, results = cam_model.predict(spectra[elements].reshape(spectra[elements].shape[0], 1200, 1)) + + cam_outputs = np.zeros([10, 1]) + + # Extract Class Activation MAPS + for idx, element in enumerate(elements): # get the feature map of the test image features_for_one_img = features[idx, :, :] @@ -54,7 +65,7 @@ def get_cam(model_name, elements, spectra): # create the class activation map cam_output = np.dot(cam_features, cam_weights) cam_output = abs(cam_output) - cam_outputs=np.append(cam_outputs, cam_output.reshape(cam_output.shape[0],1), axis=1) + cam_outputs = np.append(cam_outputs, cam_output.reshape(cam_output.shape[0], 1), axis=1) return cam_outputs.T @@ -76,17 +87,23 @@ def plot_cam(cam_output, title, *args): fig, (ax, ax2) = plt.subplots(nrows=2, sharex=True) extent = [x[0] - (x[1] - x[0]) / 2., x[-1] + (x[1] - x[0]) / 2., 0, 1] - ax.imshow(y[np.newaxis, :], cmap="plasma", aspect="auto", extent=extent, interpolation='gaussian') + ax.imshow(y.to_numpy()[np.newaxis, :], cmap="plasma", aspect="auto", extent=extent, interpolation='gaussian') ax.set_yticks([]) ax.set_xlim(extent[0], extent[1]) - if len(y2) != 0: ax2.plot(np.linspace(10, 69.96, 1200), y2) 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8cc2d7c..2f6f133 100644 --- a/space_group_a_CNN.py +++ b/space_group_a_CNN.py @@ -213,7 +213,7 @@ model.compile(loss='binary_crossentropy', optimizer=optimizer, metrics=['categorical_accuracy']) - + model.summary() # Choose early stop #early_stop = EarlyStopping(monitor='val_loss', patience=50, verbose=1, restore_best_weights=True) @@ -230,7 +230,7 @@ train_y_hot = tf.sparse.to_dense(train_y_hot) # Fit model - hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=1, + hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=50, verbose=1, validation_data=(test_x, test_y)) # hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, # verbose=1, validation_data=(test_x, test_y), callbacks = [early_stop]) @@ -267,7 +267,7 @@ #Compute model predictions prediction=model.predict(test_x) - + #Go from one-hot to ordinal... prediction_ord=[np.argmax(element) for element in prediction] predictions_ord.append(prediction_ord) diff --git a/space_group_a_CNN_L1.py b/space_group_a_CNN_L1.py new file mode 100644 index 0000000..c180c4f --- /dev/null +++ b/space_group_a_CNN_L1.py @@ -0,0 +1,374 @@ +#-*- coding: utf-8 -*- +#!usr/bin/env python + +""" +SPACE GROUP a-CNN + +filneame: space_group_a_CNN.py version: 1.0 +dependencies: + autoXRD version 1.0 + autoXRD_vis version 0.2 + +Code to perform classification of XRD patterns for various spcae-group using +physics-informed data augmentation and all convolutional neural network (a-CNN). +Code to plot class activation maps from a-CNN and global average pooling layer + +@authors: Felipe Oviedo and Danny Zekun Ren +MIT Photovoltaics Laboratory / Singapore and MIT Alliance for Research and Tehcnology + +All code is under Apache 2.0 license, please cite any use of the code as explained +in the README.rst file, in the GitHub repository. + +""" +################################################################# +#Libraries and dependencies +################################################################# +# Loads series of functions for preprocessing and data augmentation +from autoXRD import * +# Loads CAMs visualizations for a-CNN +from autoXRD_vis import * + +import numpy as np +import matplotlib.pyplot as plt +import pandas as pd +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import OneHotEncoder +from sklearn import metrics +from sklearn.model_selection import KFold +from sklearn.metrics import precision_score + +# Neural networks uses Keran with TF background +import keras as K +from keras.models import Model +from keras.models import Sequential +from keras.callbacks import ReduceLROnPlateau +from keras.callbacks import EarlyStopping +from keras.layers import GlobalAveragePooling1D +from keras.models import load_model + +import tensorflow as tf +from tensorflow import keras +from tensorflow.keras import regularizers + +# Clear Keras and TF session, if run previously +K.backend.clear_session() +#tf.reset_default_graph() + +# Training Parameters + +BATCH_SIZE=128 + +# Network Parameters +n_input = 1200 # Total angles in XRD pattern +n_classes = 7 # Number of space-group classes +filter_size = 2 +kernel_size = 10 + +################################################################ +# Load data and preprocess +################################################################ + +# Load simulated and anonimized dataset +import os +dirname = os.path.dirname(__file__) + +theor = pd.read_csv(os.path.join(dirname, 'Datasets/theor.csv'), index_col=0) +theor = theor.iloc[1:,] +theor_arr=theor.values + +# Normalize data for training +ntheor = normdata(theor_arr) + +# Load labels for simulated data +label_theo = pd.read_csv(os.path.join(dirname, 'Datasets/label_theo.csv'), header=None, index_col=0) +label_theo = label_theo[1].tolist() + +# Load experimental data as dataframe +exp_arr_new = pd.read_csv(os.path.join(dirname, 'Datasets/exp.csv'), index_col=0) +exp_arr_new = exp_arr_new.values + +# Load experimental class labels +label_exp= pd.read_csv(os.path.join(dirname, 'Datasets/label_exp.csv'), index_col=0).values +label_exp = label_exp.reshape([len(label_exp),]) + +# Load class enconding +space_group_enc = pd.read_csv(os.path.join(dirname, 'Datasets/encoding.csv'), index_col=0) +space_group_enc = list(space_group_enc['0']) + +# Normalize experimental data +nexp = normdata(exp_arr_new) + +# Define spectral range for data augmentation +exp_min = 0 +exp_max = 1200 +theor_min = 125 + +#window size for experimental data extraction +window = 20 +theor_max = theor_min+exp_max-exp_min + +# Preprocess experimental data +post_exp = normdatasingle(exp_data_processing (nexp, exp_min, exp_max, window)) + +################################################################ +# Perform data augmentation +################################################################ + +# Specify how many data points we augmented +th_num = 2000 + +# Augment data, this may take a bit +augd,pard,crop_augd = augdata(ntheor, th_num, label_theo, theor_min, theor_max) + +# Enconde theoretical labels +label_t=np.zeros([len(pard),]) +for i in range(len(pard)): + label_t[i]=space_group_enc.index(pard[i]) + +# Input the num of experimetal data points +exp_num =88 + +# Prepare experimental arrays for training and testing +X_exp = np.transpose(post_exp[:,0:exp_num]) +y_exp = label_exp[0:exp_num] + +# Prepare simulated arrays for training and testing +X_th = np.transpose(crop_augd ) +y_th = label_t + +################################################################ +# Perform training and cross-validation +################################################################ + +fold = 5 # Number of k-folds + +k_fold = KFold(n_splits=fold, shuffle=True, random_state=3) + +# Create arrays to populate metrics +accuracy_exp = np.empty((fold,1)) +accuracy_exp_b = np.empty((fold,1)) +accuracy_exp_r1 = np.empty((fold,1)) +accuracy_exp_p1 = np.empty((fold,1)) +accuracy_exp_r2 = np.empty((fold,1)) +accuracy_exp_p2 = np.empty((fold,1)) +f1=np.empty((fold,1)) +f1_m=np.empty((fold,1)) + +# Create auxiliary arrays +accuracy=[] +logs=[] +ground_truth=[] +predictions_ord=[] +trains=[] +tests=[] +trains_combine=[] +trains_y=[] + +# Run cross validation and define a-CNN each time in loop +for k, (train, test) in enumerate(k_fold.split(X_exp, y_exp)): + + #Save splits for later use + trains.append(train) + tests.append(test) + + #Data augmentation of experimental traning dataset, we + # already removed the experimental training dataset + temp_x = X_exp[train] + temp_y = y_exp[train] + exp_train_x,exp_train_y = exp_augdata(temp_x.T,5000,temp_y) + + # Combine theoretical and experimenal dataset for training + train_combine = np.concatenate((X_th,exp_train_x.T)) + trains_combine.append(train_combine) + + # Clear weights and networks state + K.backend.clear_session() + + # Network Parameters + BATCH_SIZE=128 + n_input = 1200 # MNIST data input (img shape: 28*28) + n_classes = 7 # MNIST total classes (0-9 digits) + filter_size = 2 + kernel_size = 10 + + enc = OneHotEncoder() + + train_dim = train_combine.reshape(train_combine.shape[0],1200,1) + train_y = np.concatenate((y_th,exp_train_y)) + trains_y.append(train_y) + train_y_hot = enc.fit_transform(train_y.reshape(-1,1)).toarray() # Convert to dense array + + # Define network structure + model = Sequential() + + model.add(K.layers.Conv1D(32, 8,strides=8, padding='same',input_shape=(1200,1), activation='relu', kernel_regularizer=regularizers.l1(0.01))) + model.add(K.layers.Conv1D(32, 5,strides=5, padding='same', activation='relu',kernel_regularizer=regularizers.l1(0.01))) + model.add(K.layers.Conv1D(32, 3,strides=3, padding='same', activation='relu',kernel_regularizer=regularizers.l1(0.01))) + model.add(GlobalAveragePooling1D()) + model.add(K.layers.Dense(n_classes, activation='softmax')) + + #Define optimizer + optimizer = K.optimizers.Adam() + + # Compile model + model.compile(loss='binary_crossentropy', + optimizer=optimizer, + metrics=['categorical_accuracy']) + model.summary() + # Choose early stop + #early_stop = EarlyStopping(monitor='val_loss', patience=50, verbose=1, restore_best_weights=True) + + # Reduce learning rate during optimization +# reduce_lr = ReduceLROnPlateau(monitor = 'loss', factor=0.5, +# patience=50, min_lr=0.00001) + + # Define test data + test_x = X_exp[test] + test_x = test_x.reshape(test_x.shape[0],1200,1) + test_y = enc.fit_transform(y_exp.reshape(-1,1)).toarray()[test] + + if isinstance(train_y_hot, tf.sparse.SparseTensor): + train_y_hot = tf.sparse.to_dense(train_y_hot) + + # Fit model + hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=50, + verbose=1, validation_data=(test_x, test_y)) +# hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, +# verbose=1, validation_data=(test_x, test_y), callbacks = [early_stop]) + + #print(hist.history.keys()) + + plt.figure(figsize=(12, 6)) + + # Loss plot + plt.subplot(1, 2, 1) + plt.plot(hist.history['loss'], label='Training Loss') + plt.plot(hist.history['val_loss'], label='Validation Loss') + plt.title('Loss over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Loss') + plt.legend() + + # Accuracy plot + plt.subplot(1, 2, 2) + plt.plot(hist.history['categorical_accuracy'], label='Training Accuracy') + plt.plot(hist.history['val_categorical_accuracy'], label='Validation Accuracy') + plt.title('Accuracy over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Accuracy') + plt.legend() + + plt.tight_layout() + + # Ensure the plot is displayed + dirname2 = "/content/drive/MyDrive/DLP/DLP_autoXRD/plots" + + plot_filename = os.path.join(dirname2, f'training_validation_plots_{k}_L1.png') + plt.savefig(plot_filename) + + #Compute model predictions + prediction=model.predict(test_x) + + #Go from one-hot to ordinal... + prediction_ord=[np.argmax(element) for element in prediction] + predictions_ord.append(prediction_ord) + + # Compute accuracy, recall, precision and F1 with macro and micro averaging + accuracy_exp[k] = metrics.accuracy_score(y_exp[test], prediction_ord) + accuracy_exp_r1[k] = metrics.recall_score(y_exp[test], prediction_ord, average='macro') + accuracy_exp_r2[k] = metrics.recall_score(y_exp[test], prediction_ord, average='micro') + accuracy_exp_p1[k] = metrics.precision_score(y_exp[test], prediction_ord, average='macro', zero_division=1) + accuracy_exp_p2[k] = metrics.precision_score(y_exp[test], prediction_ord, average='micro', zero_division=1) + f1[k]=metrics.f1_score(y_exp[test], prediction_ord, average='micro') + f1_m[k]=metrics.f1_score(y_exp[test], prediction_ord, average='macro') + + #Produce ground_truth, each list element contains array with test elements on first column with respect to X_exp and + ground_truth.append(np.concatenate([test.reshape(len(test),1),y_exp[test].reshape(len(test),1)],axis=1)) + + #Compute loss and accuracy for each k validation + accuracy.append(model.evaluate(test_x, test_y, verbose=0)) + + #Save logs + log = pd.DataFrame(hist.history) + logs.append(log) + + #Save models on current folder with names subscripts 0 to 4 + #model.save(os.path.join(dirname, 'keras_model')+str(k)+'.h5') + model.save(os.path.join(dirname, 'keras_model') + str(k) + '.keras') + +# +accuracy = np.array(accuracy) + +# Plot final cross validation accuracy +print ('Mean Cross-val accuracy', np.mean(accuracy[:,1])) + +################################################################ +# Plotting Class Activation Maps +################################################################ + +# Compute correctly classified and incorrectly classified cases +corrects, incorrects = find_incorrects(ground_truth,predictions_ord) + +#def get_cam(model_path, trains, X_exp): + # Load the model using keras.models.load_model +# model = keras.models.load_model(model_path, compile=False) + + # Compile the loaded model, ensure it's ready for use +# model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy']) + +# Get dataframe of all incorrects and dataframe of all corrects +corrects_df = pd.concat([r for r in corrects], ignore_index=False, axis=0) +incorrects_df = pd.concat([r for r in incorrects], ignore_index=False, axis=0) + +# Get the cam for the trained examples, for each class we average the cam of all trained examples +# Trains refers to the elements in X_exp used for training +# Choose the model in cross validation as output, in this case we plot number 5 + +cam_outputs=get_cam('keras_model4.keras', trains[4], X_exp) +#print(f"this is the cam_outputs",cam_outputs) +cam_df=pd.DataFrame(cam_outputs) +cam_df=cam_df.iloc[1:] +cam_df['Label']=y_exp[trains[4]] + +# CAM with all augmented training data +rng=range(0,7000) +cam_outputs2=get_cam('keras_model4.keras', rng, train_combine) +cam_df2=pd.DataFrame(cam_outputs2) +cam_df2=cam_df2.iloc[1:] +cam_df2['Label']=train_y + +# Now we focus on the incorrectly labelled cam's +incorrects_filtered=incorrects_df[incorrects_df.Model=='keras_model4.keras'] + +# Get CAM of incorrectly classified cases +cam_inc=get_cam('keras_model4.keras', [int(element) for element in incorrects_filtered.index], X_exp) +cam_inc=pd.DataFrame(cam_inc) +cam_inc=cam_inc.iloc[1:] + +# Redefine main variable +cam_df=cam_df2 + +#Get the average class maps for a certain class, in this case 6 + +cam_filtered=cam_df[cam_df.Label==6] +means_6=cam_filtered.mean() +means_6=means_6.iloc[:-1] + +#print(f"this is the input to the plot_cam",means_6) #check if the input is empty + +#Plot the average class map for class 6 +plot_cam(means_6,'Average CAM for Class 6 with L1, trained model4.kears') + +#Plot correctly classified CAMs and patterns, no need to change this +corrects_filtered=corrects_df[corrects_df.Model=='keras_model4.keras'] +cam_cor=get_cam('keras_model4.keras', [int(element) for element in corrects_filtered.index], X_exp) +cam_cor=pd.DataFrame(cam_cor) +cam_cor=cam_cor.iloc[1:] + +#Plot a single correctly classified pattern +plot_cam(cam_cor.iloc[-1,:],'CAM for single pattern: true class 6 with L1, predicted is 6', X_exp[int(corrects_filtered.index[-1])]) + +# Note that results may vary due to NN variability during training, make sure you are plotting +# correct and incorrect cases clearly + +################################################################ \ No newline at end of file diff --git a/space_group_a_CNN_batch_norm.py b/space_group_a_CNN_batch_norm.py new file mode 100644 index 0000000..9c544b5 --- /dev/null +++ b/space_group_a_CNN_batch_norm.py @@ -0,0 +1,376 @@ +#-*- coding: utf-8 -*- +#!usr/bin/env python + +""" +SPACE GROUP a-CNN + +filneame: space_group_a_CNN.py version: 1.0 +dependencies: + autoXRD version 1.0 + autoXRD_vis version 0.2 + +Code to perform classification of XRD patterns for various spcae-group using +physics-informed data augmentation and all convolutional neural network (a-CNN). +Code to plot class activation maps from a-CNN and global average pooling layer + +@authors: Felipe Oviedo and Danny Zekun Ren +MIT Photovoltaics Laboratory / Singapore and MIT Alliance for Research and Tehcnology + +All code is under Apache 2.0 license, please cite any use of the code as explained +in the README.rst file, in the GitHub repository. + +""" +################################################################# +#Libraries and dependencies +################################################################# +# Loads series of functions for preprocessing and data augmentation +from autoXRD import * +# Loads CAMs visualizations for a-CNN +from autoXRD_vis import * + +import numpy as np +import matplotlib.pyplot as plt +import pandas as pd +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import OneHotEncoder +from sklearn import metrics +from sklearn.model_selection import KFold +from sklearn.metrics import precision_score + +# Neural networks uses Keran with TF background +import keras as K +from keras.models import Model +from keras.models import Sequential +from keras.callbacks import ReduceLROnPlateau +from keras.callbacks import EarlyStopping +from keras.layers import GlobalAveragePooling1D +from keras.models import load_model + +import tensorflow as tf +from tensorflow import keras + +# Clear Keras and TF session, if run previously +K.backend.clear_session() +#tf.reset_default_graph() + +# Training Parameters + +BATCH_SIZE=128 + +# Network Parameters +n_input = 1200 # Total angles in XRD pattern +n_classes = 7 # Number of space-group classes +filter_size = 2 +kernel_size = 10 + +################################################################ +# Load data and preprocess +################################################################ + +# Load simulated and anonimized dataset +import os +dirname = os.path.dirname(__file__) + +theor = pd.read_csv(os.path.join(dirname, 'Datasets/theor.csv'), index_col=0) +theor = theor.iloc[1:,] +theor_arr=theor.values + +# Normalize data for training +ntheor = normdata(theor_arr) + +# Load labels for simulated data +label_theo = pd.read_csv(os.path.join(dirname, 'Datasets/label_theo.csv'), header=None, index_col=0) +label_theo = label_theo[1].tolist() + +# Load experimental data as dataframe +exp_arr_new = pd.read_csv(os.path.join(dirname, 'Datasets/exp.csv'), index_col=0) +exp_arr_new = exp_arr_new.values + +# Load experimental class labels +label_exp= pd.read_csv(os.path.join(dirname, 'Datasets/label_exp.csv'), index_col=0).values +label_exp = label_exp.reshape([len(label_exp),]) + +# Load class enconding +space_group_enc = pd.read_csv(os.path.join(dirname, 'Datasets/encoding.csv'), index_col=0) +space_group_enc = list(space_group_enc['0']) + +# Normalize experimental data +nexp = normdata(exp_arr_new) + +# Define spectral range for data augmentation +exp_min = 0 +exp_max = 1200 +theor_min = 125 + +#window size for experimental data extraction +window = 20 +theor_max = theor_min+exp_max-exp_min + +# Preprocess experimental data +post_exp = normdatasingle(exp_data_processing (nexp, exp_min, exp_max, window)) + +################################################################ +# Perform data augmentation +################################################################ + +# Specify how many data points we augmented +th_num = 2000 + +# Augment data, this may take a bit +augd,pard,crop_augd = augdata(ntheor, th_num, label_theo, theor_min, theor_max) + +# Enconde theoretical labels +label_t=np.zeros([len(pard),]) +for i in range(len(pard)): + label_t[i]=space_group_enc.index(pard[i]) + +# Input the num of experimetal data points +exp_num =88 + +# Prepare experimental arrays for training and testing +X_exp = np.transpose(post_exp[:,0:exp_num]) +y_exp = label_exp[0:exp_num] + +# Prepare simulated arrays for training and testing +X_th = np.transpose(crop_augd ) +y_th = label_t + +################################################################ +# Perform training and cross-validation +################################################################ + +fold = 5 # Number of k-folds + +k_fold = KFold(n_splits=fold, shuffle=True, random_state=3) + +# Create arrays to populate metrics +accuracy_exp = np.empty((fold,1)) +accuracy_exp_b = np.empty((fold,1)) +accuracy_exp_r1 = np.empty((fold,1)) +accuracy_exp_p1 = np.empty((fold,1)) +accuracy_exp_r2 = np.empty((fold,1)) +accuracy_exp_p2 = np.empty((fold,1)) +f1=np.empty((fold,1)) +f1_m=np.empty((fold,1)) + +# Create auxiliary arrays +accuracy=[] +logs=[] +ground_truth=[] +predictions_ord=[] +trains=[] +tests=[] +trains_combine=[] +trains_y=[] + +# Run cross validation and define a-CNN each time in loop +for k, (train, test) in enumerate(k_fold.split(X_exp, y_exp)): + + #Save splits for later use + trains.append(train) + tests.append(test) + + #Data augmentation of experimental traning dataset, we + # already removed the experimental training dataset + temp_x = X_exp[train] + temp_y = y_exp[train] + exp_train_x,exp_train_y = exp_augdata(temp_x.T,5000,temp_y) + + # Combine theoretical and experimenal dataset for training + train_combine = np.concatenate((X_th,exp_train_x.T)) + trains_combine.append(train_combine) + + # Clear weights and networks state + K.backend.clear_session() + + # Network Parameters + BATCH_SIZE=128 + n_input = 1200 # MNIST data input (img shape: 28*28) + n_classes = 7 # MNIST total classes (0-9 digits) + filter_size = 2 + kernel_size = 10 + + enc = OneHotEncoder() + + train_dim = train_combine.reshape(train_combine.shape[0],1200,1) + train_y = np.concatenate((y_th,exp_train_y)) + trains_y.append(train_y) + train_y_hot = enc.fit_transform(train_y.reshape(-1,1)).toarray() # Convert to dense array + + # Define network structure + model = Sequential() + + model.add(K.layers.Conv1D(32, 8,strides=8, padding='same',input_shape=(1200,1), activation='relu')) + model.add(K.layers.BatchNormalization()) + model.add(K.layers.Conv1D(32, 5,strides=5, padding='same', activation='relu')) + model.add(K.layers.BatchNormalization()) + model.add(K.layers.Conv1D(32, 3,strides=3, padding='same', activation='relu')) + model.add(K.layers.BatchNormalization()) + model.add(GlobalAveragePooling1D()) + model.add(K.layers.Dense(n_classes, activation='softmax')) + + #Define optimizer + optimizer = K.optimizers.Adam() + + # Compile model + model.compile(loss='binary_crossentropy', + optimizer=optimizer, + metrics=['categorical_accuracy']) + model.summary() + # Choose early stop + #early_stop = EarlyStopping(monitor='val_loss', patience=50, verbose=1, restore_best_weights=True) + + # Reduce learning rate during optimization +# reduce_lr = ReduceLROnPlateau(monitor = 'loss', factor=0.5, +# patience=50, min_lr=0.00001) + + # Define test data + test_x = X_exp[test] + test_x = test_x.reshape(test_x.shape[0],1200,1) + test_y = enc.fit_transform(y_exp.reshape(-1,1)).toarray()[test] + + if isinstance(train_y_hot, tf.sparse.SparseTensor): + train_y_hot = tf.sparse.to_dense(train_y_hot) + + # Fit model + hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=50, + verbose=1, validation_data=(test_x, test_y)) +# hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, +# verbose=1, validation_data=(test_x, test_y), callbacks = [early_stop]) + + #print(hist.history.keys()) + + plt.figure(figsize=(12, 6)) + + # Loss plot + plt.subplot(1, 2, 1) + plt.plot(hist.history['loss'], label='Training Loss') + plt.plot(hist.history['val_loss'], label='Validation Loss') + plt.title('Loss over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Loss') + plt.legend() + + # Accuracy plot + plt.subplot(1, 2, 2) + plt.plot(hist.history['categorical_accuracy'], label='Training Accuracy') + plt.plot(hist.history['val_categorical_accuracy'], label='Validation Accuracy') + plt.title('Accuracy over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Accuracy') + plt.legend() + + plt.tight_layout() + + # Ensure the plot is displayed + dirname2 = "/content/drive/MyDrive/DLP/DLP_autoXRD/plots" + + plot_filename = os.path.join(dirname2, f'training_validation_plots_{k}_batch_norm.png') + plt.savefig(plot_filename) + + #Compute model predictions + prediction=model.predict(test_x) + + #Go from one-hot to ordinal... + prediction_ord=[np.argmax(element) for element in prediction] + predictions_ord.append(prediction_ord) + + # Compute accuracy, recall, precision and F1 with macro and micro averaging + accuracy_exp[k] = metrics.accuracy_score(y_exp[test], prediction_ord) + accuracy_exp_r1[k] = metrics.recall_score(y_exp[test], prediction_ord, average='macro') + accuracy_exp_r2[k] = metrics.recall_score(y_exp[test], prediction_ord, average='micro') + accuracy_exp_p1[k] = metrics.precision_score(y_exp[test], prediction_ord, average='macro', zero_division=1) + accuracy_exp_p2[k] = metrics.precision_score(y_exp[test], prediction_ord, average='micro', zero_division=1) + f1[k]=metrics.f1_score(y_exp[test], prediction_ord, average='micro') + f1_m[k]=metrics.f1_score(y_exp[test], prediction_ord, average='macro') + + #Produce ground_truth, each list element contains array with test elements on first column with respect to X_exp and + ground_truth.append(np.concatenate([test.reshape(len(test),1),y_exp[test].reshape(len(test),1)],axis=1)) + + #Compute loss and accuracy for each k validation + accuracy.append(model.evaluate(test_x, test_y, verbose=0)) + + #Save logs + log = pd.DataFrame(hist.history) + logs.append(log) + + #Save models on current folder with names subscripts 0 to 4 + #model.save(os.path.join(dirname, 'keras_model')+str(k)+'.h5') + model.save(os.path.join(dirname, 'keras_model_batch_norm') + str(k) + '.keras') + +# +accuracy = np.array(accuracy) + +# Plot final cross validation accuracy +print ('Mean Cross-val accuracy', np.mean(accuracy[:,1])) + +################################################################ +# Plotting Class Activation Maps +################################################################ + +# Compute correctly classified and incorrectly classified cases +corrects, incorrects = find_incorrects(ground_truth,predictions_ord) + +#def get_cam(model_path, trains, X_exp): + # Load the model using keras.models.load_model +# model = keras.models.load_model(model_path, compile=False) + + # Compile the loaded model, ensure it's ready for use +# model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy']) + +# Get dataframe of all incorrects and dataframe of all corrects +corrects_df = pd.concat([r for r in corrects], ignore_index=False, axis=0) +incorrects_df = pd.concat([r for r in incorrects], ignore_index=False, axis=0) + +# Get the cam for the trained examples, for each class we average the cam of all trained examples +# Trains refers to the elements in X_exp used for training +# Choose the model in cross validation as output, in this case we plot number 5 + +cam_outputs=get_cam('keras_model4.keras', trains[4], X_exp) +#print(f"this is the cam_outputs",cam_outputs) +cam_df=pd.DataFrame(cam_outputs) +cam_df=cam_df.iloc[1:] +cam_df['Label']=y_exp[trains[4]] + +# CAM with all augmented training data +rng=range(0,7000) +cam_outputs2=get_cam('keras_model4.keras', rng, train_combine) +cam_df2=pd.DataFrame(cam_outputs2) +cam_df2=cam_df2.iloc[1:] +cam_df2['Label']=train_y + +# Now we focus on the incorrectly labelled cam's +incorrects_filtered=incorrects_df[incorrects_df.Model=='keras_model4.keras'] + +# Get CAM of incorrectly classified cases +cam_inc=get_cam('keras_model4.keras', [int(element) for element in incorrects_filtered.index], X_exp) +cam_inc=pd.DataFrame(cam_inc) +cam_inc=cam_inc.iloc[1:] + +# Redefine main variable +cam_df=cam_df2 + +#Get the average class maps for a certain class, in this case 6 + +cam_filtered=cam_df[cam_df.Label==6] +means_6=cam_filtered.mean() +means_6=means_6.iloc[:-1] + +#print(f"this is the input to the plot_cam",means_6) #check if the input is empty + +#Plot the average class map for class 6 +plot_cam(means_6,'Average CAM for Class 6 with batch norm, trained model4.keras') + +#Plot correctly classified CAMs and patterns, no need to change this +corrects_filtered=corrects_df[corrects_df.Model=='keras_model4.keras'] +cam_cor=get_cam('keras_model4.keras', [int(element) for element in corrects_filtered.index], X_exp) +cam_cor=pd.DataFrame(cam_cor) +cam_cor=cam_cor.iloc[1:] + +#Plot a single correctly classified pattern +plot_cam(cam_cor.iloc[-1,:],'CAM for single pattern with batch norm: true class 6, predicted is 6', X_exp[int(corrects_filtered.index[-1])]) + +# Note that results may vary due to NN variability during training, make sure you are plotting +# correct and incorrect cases clearly + +################################################################ \ No newline at end of file diff --git a/space_group_a_CNN_drop_out.py b/space_group_a_CNN_drop_out.py new file mode 100644 index 0000000..f5739ff --- /dev/null +++ b/space_group_a_CNN_drop_out.py @@ -0,0 +1,376 @@ +#-*- coding: utf-8 -*- +#!usr/bin/env python + +""" +SPACE GROUP a-CNN + +filneame: space_group_a_CNN.py version: 1.0 +dependencies: + autoXRD version 1.0 + autoXRD_vis version 0.2 + +Code to perform classification of XRD patterns for various spcae-group using +physics-informed data augmentation and all convolutional neural network (a-CNN). +Code to plot class activation maps from a-CNN and global average pooling layer + +@authors: Felipe Oviedo and Danny Zekun Ren +MIT Photovoltaics Laboratory / Singapore and MIT Alliance for Research and Tehcnology + +All code is under Apache 2.0 license, please cite any use of the code as explained +in the README.rst file, in the GitHub repository. + +""" +################################################################# +#Libraries and dependencies +################################################################# +# Loads series of functions for preprocessing and data augmentation +from autoXRD import * +# Loads CAMs visualizations for a-CNN +from autoXRD_vis import * + +import numpy as np +import matplotlib.pyplot as plt +import pandas as pd +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import OneHotEncoder +from sklearn import metrics +from sklearn.model_selection import KFold +from sklearn.metrics import precision_score + +# Neural networks uses Keran with TF background +import keras as K +from keras.models import Model +from keras.models import Sequential +from keras.callbacks import ReduceLROnPlateau +from keras.callbacks import EarlyStopping +from keras.layers import GlobalAveragePooling1D +from keras.models import load_model + +import tensorflow as tf +from tensorflow import keras + +# Clear Keras and TF session, if run previously +K.backend.clear_session() +#tf.reset_default_graph() + +# Training Parameters + +BATCH_SIZE=128 + +# Network Parameters +n_input = 1200 # Total angles in XRD pattern +n_classes = 7 # Number of space-group classes +filter_size = 2 +kernel_size = 10 + +################################################################ +# Load data and preprocess +################################################################ + +# Load simulated and anonimized dataset +import os +dirname = os.path.dirname(__file__) + +theor = pd.read_csv(os.path.join(dirname, 'Datasets/theor.csv'), index_col=0) +theor = theor.iloc[1:,] +theor_arr=theor.values + +# Normalize data for training +ntheor = normdata(theor_arr) + +# Load labels for simulated data +label_theo = pd.read_csv(os.path.join(dirname, 'Datasets/label_theo.csv'), header=None, index_col=0) +label_theo = label_theo[1].tolist() + +# Load experimental data as dataframe +exp_arr_new = pd.read_csv(os.path.join(dirname, 'Datasets/exp.csv'), index_col=0) +exp_arr_new = exp_arr_new.values + +# Load experimental class labels +label_exp= pd.read_csv(os.path.join(dirname, 'Datasets/label_exp.csv'), index_col=0).values +label_exp = label_exp.reshape([len(label_exp),]) + +# Load class enconding +space_group_enc = pd.read_csv(os.path.join(dirname, 'Datasets/encoding.csv'), index_col=0) +space_group_enc = list(space_group_enc['0']) + +# Normalize experimental data +nexp = normdata(exp_arr_new) + +# Define spectral range for data augmentation +exp_min = 0 +exp_max = 1200 +theor_min = 125 + +#window size for experimental data extraction +window = 20 +theor_max = theor_min+exp_max-exp_min + +# Preprocess experimental data +post_exp = normdatasingle(exp_data_processing (nexp, exp_min, exp_max, window)) + +################################################################ +# Perform data augmentation +################################################################ + +# Specify how many data points we augmented +th_num = 2000 + +# Augment data, this may take a bit +augd,pard,crop_augd = augdata(ntheor, th_num, label_theo, theor_min, theor_max) + +# Enconde theoretical labels +label_t=np.zeros([len(pard),]) +for i in range(len(pard)): + label_t[i]=space_group_enc.index(pard[i]) + +# Input the num of experimetal data points +exp_num =88 + +# Prepare experimental arrays for training and testing +X_exp = np.transpose(post_exp[:,0:exp_num]) +y_exp = label_exp[0:exp_num] + +# Prepare simulated arrays for training and testing +X_th = np.transpose(crop_augd ) +y_th = label_t + +################################################################ +# Perform training and cross-validation +################################################################ + +fold = 5 # Number of k-folds + +k_fold = KFold(n_splits=fold, shuffle=True, random_state=3) + +# Create arrays to populate metrics +accuracy_exp = np.empty((fold,1)) +accuracy_exp_b = np.empty((fold,1)) +accuracy_exp_r1 = np.empty((fold,1)) +accuracy_exp_p1 = np.empty((fold,1)) +accuracy_exp_r2 = np.empty((fold,1)) +accuracy_exp_p2 = np.empty((fold,1)) +f1=np.empty((fold,1)) +f1_m=np.empty((fold,1)) + +# Create auxiliary arrays +accuracy=[] +logs=[] +ground_truth=[] +predictions_ord=[] +trains=[] +tests=[] +trains_combine=[] +trains_y=[] + +# Run cross validation and define a-CNN each time in loop +for k, (train, test) in enumerate(k_fold.split(X_exp, y_exp)): + + #Save splits for later use + trains.append(train) + tests.append(test) + + #Data augmentation of experimental traning dataset, we + # already removed the experimental training dataset + temp_x = X_exp[train] + temp_y = y_exp[train] + exp_train_x,exp_train_y = exp_augdata(temp_x.T,5000,temp_y) + + # Combine theoretical and experimenal dataset for training + train_combine = np.concatenate((X_th,exp_train_x.T)) + trains_combine.append(train_combine) + + # Clear weights and networks state + K.backend.clear_session() + + # Network Parameters + BATCH_SIZE=128 + n_input = 1200 # MNIST data input (img shape: 28*28) + n_classes = 7 # MNIST total classes (0-9 digits) + filter_size = 2 + kernel_size = 10 + + enc = OneHotEncoder() + + train_dim = train_combine.reshape(train_combine.shape[0],1200,1) + train_y = np.concatenate((y_th,exp_train_y)) + trains_y.append(train_y) + train_y_hot = enc.fit_transform(train_y.reshape(-1,1)).toarray() # Convert to dense array + + # Define network structure + model = Sequential() + + model.add(K.layers.Conv1D(32, 8,strides=8, padding='same',input_shape=(1200,1), activation='relu')) + model.add(K.layers.Dropout(0.25)) # Dropout after the first convolutional layer + model.add(K.layers.Conv1D(32, 5,strides=5, padding='same', activation='relu')) + model.add(K.layers.Dropout(0.25)) # Dropout after the second convolutional layer + model.add(K.layers.Conv1D(32, 3,strides=3, padding='same', activation='relu')) + model.add(K.layers.Dropout(0.25)) # Dropout after the third convolutional layer + model.add(GlobalAveragePooling1D()) + model.add(K.layers.Dense(n_classes, activation='softmax')) + + #Define optimizer + optimizer = K.optimizers.Adam() + + # Compile model + model.compile(loss='binary_crossentropy', + optimizer=optimizer, + metrics=['categorical_accuracy']) + model.summary() + # Choose early stop + #early_stop = EarlyStopping(monitor='val_loss', patience=50, verbose=1, restore_best_weights=True) + + # Reduce learning rate during optimization +# reduce_lr = ReduceLROnPlateau(monitor = 'loss', factor=0.5, +# patience=50, min_lr=0.00001) + + # Define test data + test_x = X_exp[test] + test_x = test_x.reshape(test_x.shape[0],1200,1) + test_y = enc.fit_transform(y_exp.reshape(-1,1)).toarray()[test] + + if isinstance(train_y_hot, tf.sparse.SparseTensor): + train_y_hot = tf.sparse.to_dense(train_y_hot) + + # Fit model + hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=50, + verbose=1, validation_data=(test_x, test_y)) +# hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, +# verbose=1, validation_data=(test_x, test_y), callbacks = [early_stop]) + + #print(hist.history.keys()) + + plt.figure(figsize=(12, 6)) + + # Loss plot + plt.subplot(1, 2, 1) + plt.plot(hist.history['loss'], label='Training Loss') + plt.plot(hist.history['val_loss'], label='Validation Loss') + plt.title('Loss over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Loss') + plt.legend() + + # Accuracy plot + plt.subplot(1, 2, 2) + plt.plot(hist.history['categorical_accuracy'], label='Training Accuracy') + plt.plot(hist.history['val_categorical_accuracy'], label='Validation Accuracy') + plt.title('Accuracy over Epochs') + plt.xlabel('Epochs') + plt.ylabel('Accuracy') + plt.legend() + + plt.tight_layout() + + # Ensure the plot is displayed + dirname2 = "/content/drive/MyDrive/DLP/DLP_autoXRD/plots" + + plot_filename = os.path.join(dirname2, f'training_validation_plots_{k}_dropout.png') + plt.savefig(plot_filename) + + #Compute model predictions + prediction=model.predict(test_x) + + #Go from one-hot to ordinal... + prediction_ord=[np.argmax(element) for element in prediction] + predictions_ord.append(prediction_ord) + + # Compute accuracy, recall, precision and F1 with macro and micro averaging + accuracy_exp[k] = metrics.accuracy_score(y_exp[test], prediction_ord) + accuracy_exp_r1[k] = metrics.recall_score(y_exp[test], prediction_ord, average='macro') + accuracy_exp_r2[k] = metrics.recall_score(y_exp[test], prediction_ord, average='micro') + accuracy_exp_p1[k] = metrics.precision_score(y_exp[test], prediction_ord, average='macro', zero_division=1) + accuracy_exp_p2[k] = metrics.precision_score(y_exp[test], prediction_ord, average='micro', zero_division=1) + f1[k]=metrics.f1_score(y_exp[test], prediction_ord, average='micro') + f1_m[k]=metrics.f1_score(y_exp[test], prediction_ord, average='macro') + + #Produce ground_truth, each list element contains array with test elements on first column with respect to X_exp and + ground_truth.append(np.concatenate([test.reshape(len(test),1),y_exp[test].reshape(len(test),1)],axis=1)) + + #Compute loss and accuracy for each k validation + accuracy.append(model.evaluate(test_x, test_y, verbose=0)) + + #Save logs + log = pd.DataFrame(hist.history) + logs.append(log) + + #Save models on current folder with names subscripts 0 to 4 + #model.save(os.path.join(dirname, 'keras_model')+str(k)+'.h5') + model.save(os.path.join(dirname, 'keras_model_dropout') + str(k) + '.keras') + +# +accuracy = np.array(accuracy) + +# Plot final cross validation accuracy +print ('Mean Cross-val accuracy', np.mean(accuracy[:,1])) + +################################################################ +# Plotting Class Activation Maps +################################################################ + +# Compute correctly classified and incorrectly classified cases +corrects, incorrects = find_incorrects(ground_truth,predictions_ord) + +#def get_cam(model_path, trains, X_exp): + # Load the model using keras.models.load_model +# model = keras.models.load_model(model_path, compile=False) + + # Compile the loaded model, ensure it's ready for use +# model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy']) + +# Get dataframe of all incorrects and dataframe of all corrects +corrects_df = pd.concat([r for r in corrects], ignore_index=False, axis=0) +incorrects_df = pd.concat([r for r in incorrects], ignore_index=False, axis=0) + +# Get the cam for the trained examples, for each class we average the cam of all trained examples +# Trains refers to the elements in X_exp used for training +# Choose the model in cross validation as output, in this case we plot number 5 + +cam_outputs=get_cam('keras_model4.keras', trains[4], X_exp) +#print(f"this is the cam_outputs",cam_outputs) +cam_df=pd.DataFrame(cam_outputs) +cam_df=cam_df.iloc[1:] +cam_df['Label']=y_exp[trains[4]] + +# CAM with all augmented training data +rng=range(0,7000) +cam_outputs2=get_cam('keras_model4.keras', rng, train_combine) +cam_df2=pd.DataFrame(cam_outputs2) +cam_df2=cam_df2.iloc[1:] +cam_df2['Label']=train_y + +# Now we focus on the incorrectly labelled cam's +incorrects_filtered=incorrects_df[incorrects_df.Model=='keras_model4.keras'] + +# Get CAM of incorrectly classified cases +cam_inc=get_cam('keras_model4.keras', [int(element) for element in incorrects_filtered.index], X_exp) +cam_inc=pd.DataFrame(cam_inc) +cam_inc=cam_inc.iloc[1:] + +# Redefine main variable +cam_df=cam_df2 + +#Get the average class maps for a certain class, in this case 6 + +cam_filtered=cam_df[cam_df.Label==6] +means_6=cam_filtered.mean() +means_6=means_6.iloc[:-1] + +#print(f"this is the input to the plot_cam",means_6) #check if the input is empty + +#Plot the average class map for class 6 +plot_cam(means_6,'Average CAM for Class 6 with dropout, trained model4.keras') + +#Plot correctly classified CAMs and patterns, no need to change this +corrects_filtered=corrects_df[corrects_df.Model=='keras_model4.keras'] +cam_cor=get_cam('keras_model4.keras', [int(element) for element in corrects_filtered.index], X_exp) +cam_cor=pd.DataFrame(cam_cor) +cam_cor=cam_cor.iloc[1:] + +#Plot a single correctly classified pattern +plot_cam(cam_cor.iloc[-1,:],'CAM for single pattern: true class 6 with dropout, predicted is 6', X_exp[int(corrects_filtered.index[-1])]) + +# Note that results may vary due to NN variability during training, make sure you are plotting +# correct and incorrect cases clearly + +################################################################ \ No newline at end of file

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""" - ################################################################# #Libraries and dependencies ################################################################# @@ -231,7 +230,7 @@ train_y_hot = tf.sparse.to_dense(train_y_hot) # Fit model - hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, + hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=1, verbose=1, validation_data=(test_x, test_y)) # hist = model.fit(train_dim, train_y_hot, batch_size=BATCH_SIZE, epochs=100, # verbose=1, validation_data=(test_x, test_y), callbacks = [early_stop]) @@ -309,12 +308,12 @@ # Compute correctly classified and incorrectly classified cases corrects, incorrects = find_incorrects(ground_truth,predictions_ord) -def get_cam(model_path, trains, X_exp): +#def get_cam(model_path, trains, X_exp): # Load the model using keras.models.load_model - model = keras.models.load_model(model_path, compile=False) +# model = keras.models.load_model(model_path, compile=False) # Compile the loaded model, ensure it's ready for use - model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy']) +# model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy']) # Get dataframe of all incorrects and dataframe of all corrects corrects_df = pd.concat([r for r in corrects], ignore_index=False, axis=0) @@ -325,7 +324,7 @@ def get_cam(model_path, trains, X_exp): # Choose the model in cross validation as output, in this case we plot number 5 cam_outputs=get_cam('keras_model4.keras', trains[4], X_exp) -print(f"this is the cam_outputs",cam_outputs) +#print(f"this is the cam_outputs",cam_outputs) cam_df=pd.DataFrame(cam_outputs) cam_df=cam_df.iloc[1:] cam_df['Label']=y_exp[trains[4]] @@ -354,7 +353,7 @@ def get_cam(model_path, trains, X_exp): means_6=cam_filtered.mean() means_6=means_6.iloc[:-1] -print(f"this is the input to the plot_cam",means_6) #check if the input is empty +#print(f"this is the input to the plot_cam",means_6) #check if the input is empty #Plot the average class map for class 6 plot_cam(means_6,'Average CAM for Class 6, trained model4.h5') From bfa426b8be459a1e33e3f35fed5fafdfea64259d Mon Sep 17 00:00:00 2001 From: Stulejarz Date: Thu, 20 Mar 2025 14:14:06 +0000 Subject: [PATCH 7/7] add L1 norm, batch norm and drop out --- Datasets/Experimental/Fm-3m/Cs2I6Sn.xy | 11900 ++++++++++++++++ Datasets/test/label_theo_test.csv | 14 + Datasets/test/theor_test.csv | 2127 +++ __pycache__/autoXRD_vis.cpython-311.pyc | Bin 6307 -> 8808 bytes __pycache__/plotting.cpython-311.pyc | Bin 0 -> 9965 bytes autoXRD_vis.py | 43 + keras_model0.keras | Bin 138360 -> 138698 bytes keras_model1.keras | Bin 138360 -> 138698 bytes keras_model2.keras | Bin 138360 -> 138698 bytes keras_model3.keras | Bin 138360 -> 138698 bytes keras_model4.keras | Bin 138360 -> 138698 bytes keras_model_batch_norm0.keras | Bin 0 -> 158897 bytes keras_model_batch_norm1.keras | Bin 0 -> 158897 bytes keras_model_batch_norm2.keras | Bin 0 -> 158897 bytes keras_model_batch_norm3.keras | Bin 0 -> 158897 bytes keras_model_batch_norm4.keras | Bin 0 -> 158897 bytes keras_model_dropout0.keras | Bin 0 -> 144846 bytes keras_model_dropout1.keras | Bin 0 -> 144846 bytes keras_model_dropout2.keras | Bin 0 -> 144846 bytes keras_model_dropout3.keras | Bin 0 -> 144846 bytes keras_model_dropout4.keras | Bin 0 -> 144846 bytes ... Class 6 with L1, trained model4.kears.png | Bin 0 -> 17777 bytes ... with batch norm, trained model4.keras.png | Bin 0 -> 21370 bytes ...s 6 with dropout, trained model4.keras.png | Bin 0 -> 20840 bytes ...age CAM for Class 6, trained model4.h5.png | Bin 18883 -> 20135 bytes ...tch norm: true class 6, predicted is 6.png | Bin 0 -> 31103 bytes ...: true class 6 with L1, predicted is 6.png | Bin 0 -> 27618 bytes ...e class 6 with dropout, predicted is 6.png | Bin 0 -> 31690 bytes ... pattern: true class 6, predicted is 6.png | Bin 28793 -> 30313 bytes plots/training_validation_plots_0.png | Bin 33812 -> 74300 bytes plots/training_validation_plots_0_L1.png | Bin 0 -> 40699 bytes ...training_validation_plots_0_batch_norm.png | Bin 0 -> 91329 bytes plots/training_validation_plots_0_dropout.png | Bin 0 -> 67329 bytes plots/training_validation_plots_1.png | Bin 35912 -> 73135 bytes plots/training_validation_plots_1_L1.png | Bin 0 -> 41087 bytes ...training_validation_plots_1_batch_norm.png | Bin 0 -> 96471 bytes plots/training_validation_plots_1_dropout.png | Bin 0 -> 61098 bytes plots/training_validation_plots_2.png | Bin 32320 -> 65449 bytes plots/training_validation_plots_2_L1.png | Bin 0 -> 40807 bytes ...training_validation_plots_2_batch_norm.png | Bin 0 -> 92299 bytes plots/training_validation_plots_2_dropout.png | Bin 0 -> 59708 bytes plots/training_validation_plots_3.png | Bin 35020 -> 75609 bytes plots/training_validation_plots_3_L1.png | Bin 0 -> 44068 bytes ...training_validation_plots_3_batch_norm.png | Bin 0 -> 80550 bytes plots/training_validation_plots_3_dropout.png | Bin 0 -> 60834 bytes plots/training_validation_plots_4.png | Bin 32944 -> 71280 bytes plots/training_validation_plots_4_L1.png | Bin 0 -> 41458 bytes ...training_validation_plots_4_batch_norm.png | Bin 0 -> 86677 bytes plots/training_validation_plots_4_dropout.png | Bin 0 -> 72850 bytes space_group_a_CNN.py | 6 +- space_group_a_CNN_L1.py | 374 + space_group_a_CNN_batch_norm.py | 376 + space_group_a_CNN_drop_out.py | 376 + 53 files changed, 15213 insertions(+), 3 deletions(-) create mode 100644 Datasets/Experimental/Fm-3m/Cs2I6Sn.xy create mode 100644 Datasets/test/label_theo_test.csv create mode 100644 Datasets/test/theor_test.csv create mode 100644 __pycache__/plotting.cpython-311.pyc create mode 100644 keras_model_batch_norm0.keras create mode 100644 keras_model_batch_norm1.keras create mode 100644 keras_model_batch_norm2.keras create mode 100644 keras_model_batch_norm3.keras create mode 100644 keras_model_batch_norm4.keras create mode 100644 keras_model_dropout0.keras create mode 100644 keras_model_dropout1.keras create mode 100644 keras_model_dropout2.keras create mode 100644 keras_model_dropout3.keras create mode 100644 keras_model_dropout4.keras create mode 100644 plots/Average CAM for Class 6 with L1, trained model4.kears.png create mode 100644 plots/Average CAM for Class 6 with batch norm, trained model4.keras.png create mode 100644 plots/Average CAM for Class 6 with dropout, trained model4.keras.png create mode 100644 plots/CAM for single pattern with batch norm: true class 6, predicted is 6.png create mode 100644 plots/CAM for single pattern: true class 6 with L1, predicted is 6.png create mode 100644 plots/CAM for single pattern: true class 6 with dropout, predicted is 6.png create mode 100644 plots/training_validation_plots_0_L1.png create mode 100644 plots/training_validation_plots_0_batch_norm.png create mode 100644 plots/training_validation_plots_0_dropout.png create mode 100644 plots/training_validation_plots_1_L1.png create mode 100644 plots/training_validation_plots_1_batch_norm.png create mode 100644 plots/training_validation_plots_1_dropout.png create mode 100644 plots/training_validation_plots_2_L1.png create mode 100644 plots/training_validation_plots_2_batch_norm.png create mode 100644 plots/training_validation_plots_2_dropout.png create mode 100644 plots/training_validation_plots_3_L1.png create mode 100644 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+def generate_cam(model, image, class_index): + """Generates a class activation map for a given image and class index. + + Args: + model: The trained Keras model. + image: The input image as a NumPy array. + class_index: The index of the target class. + + Returns: + A NumPy array representing the class activation map. + """ + + # Get the output of the last convolutional layer + last_conv_layer = model.get_layer('last_conv_layer') # Replace with the actual name + last_conv_layer_model = tf.keras.Model(model.inputs, last_conv_layer.output) + + # Get the weights of the classification layer + classifier_layer = model.get_layer('classifier') # Replace with the actual name + classifier_weights = classifier_layer.get_weights()[0] + + # Generate the CAM + with tf.GradientTape() as tape: + last_conv_layer_output = last_conv_layer_model(np.expand_dims(image, axis=0)) + tape.watch(last_conv_layer_output) + preds = model(np.expand_dims(image, axis=0)) + top_class_channel = preds[:, class_index] + + grads = tape.gradient(top_class_channel, last_conv_layer_output) + pooled_grads = tf.reduce_mean(grads, axis=(0, 1, 2)) + + heatmap = tf.reduce_mean(tf.multiply(pooled_grads, last_conv_layer_output), axis=-1) + heatmap = np.maximum(heatmap, 0) + heatmap /= np.max(heatmap) + + plt.figure() # Create a new figure to avoid overwriting previous plots + plt.imshow(image) + plt.imshow(cam, alpha=0.5, cmap='jet') + plt.axis('off') # Remove axes for a cleaner image + plt.savefig(output_path) + plt.close() + + return heatmap.numpy()[0] diff --git a/keras_model0.keras b/keras_model0.keras index 02a3d11af493698f7937f8cf2fd978a52237e894..82c1b7b9a702fc3371532368cca91b5c2efcb641 100644 GIT binary patch literal 138698 zcmeFa30%(I);E5YRFWh~lS-OUG+w{GG9{@f$sD42B9+QK6(N-*N)nPvLNavy)}ja@ za|j6uag!-zp5CkJoO9pj+|PO5^MC)(^Stlz^SQ2l?Y-CDd+qODYyI|Gd&AYKos_bm z<>@KNK5AJ%M4V~*bP|7N`9*s9dPREmn-LKjvPgHPU$|F<$6UYgh@j9AU27d(i+-%1 zsjjh(u9(QrBf@L0pKnvKxv9C8iK&H&xv7nrg|(HXwUw3b64&32^g8+NViFJB^yw%b 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