diff --git a/EDGE_CODE/model/svm5ClassesAGRIREDUCED.arff b/EDGE_CODE/model/svm5ClassesAGRIREDUCED.arff
new file mode 100644
index 0000000..e091cc8
--- /dev/null
+++ b/EDGE_CODE/model/svm5ClassesAGRIREDUCED.arff
@@ -0,0 +1,2816 @@
+@RELATION svm5ClassesAGRIREDUCED
+@ATTRIBUTE features1 NUMERIC
+@ATTRIBUTE features2 NUMERIC
+@ATTRIBUTE features3 NUMERIC
+@ATTRIBUTE features4 NUMERIC
+@ATTRIBUTE features5 NUMERIC
+@ATTRIBUTE features6 NUMERIC
+@ATTRIBUTE features7 NUMERIC
+@ATTRIBUTE features8 NUMERIC
+@ATTRIBUTE features9 NUMERIC
+@ATTRIBUTE features10 NUMERIC
+@ATTRIBUTE features11 NUMERIC
+@ATTRIBUTE features12 NUMERIC
+@ATTRIBUTE features13 NUMERIC
+@ATTRIBUTE features14 NUMERIC
+@ATTRIBUTE features15 NUMERIC
+@ATTRIBUTE features16 NUMERIC
+@ATTRIBUTE features17 NUMERIC
+@ATTRIBUTE features18 NUMERIC
+@ATTRIBUTE features19 NUMERIC
+@ATTRIBUTE features20 NUMERIC
+@ATTRIBUTE features21 NUMERIC
+@ATTRIBUTE features22 NUMERIC
+@ATTRIBUTE features23 NUMERIC
+@ATTRIBUTE features24 NUMERIC
+@ATTRIBUTE features25 NUMERIC
+@ATTRIBUTE features26 NUMERIC
+@ATTRIBUTE features27 NUMERIC
+@ATTRIBUTE features28 NUMERIC
+@ATTRIBUTE features29 NUMERIC
+@ATTRIBUTE features30 NUMERIC
+@ATTRIBUTE features31 NUMERIC
+@ATTRIBUTE features32 NUMERIC
+@ATTRIBUTE features33 NUMERIC
+@ATTRIBUTE features34 NUMERIC
+@ATTRIBUTE features35 NUMERIC
+@ATTRIBUTE features36 NUMERIC
+@ATTRIBUTE features37 NUMERIC
+@ATTRIBUTE features38 NUMERIC
+@ATTRIBUTE features39 NUMERIC
+@ATTRIBUTE features40 NUMERIC
+@ATTRIBUTE features41 NUMERIC
+@ATTRIBUTE features42 NUMERIC
+@ATTRIBUTE features43 NUMERIC
+@ATTRIBUTE features44 NUMERIC
+@ATTRIBUTE features45 NUMERIC
+@ATTRIBUTE features46 NUMERIC
+@ATTRIBUTE features47 NUMERIC
+@ATTRIBUTE features48 NUMERIC
+@ATTRIBUTE features49 NUMERIC
+@ATTRIBUTE features50 NUMERIC
+@ATTRIBUTE features51 NUMERIC
+@ATTRIBUTE features52 NUMERIC
+@ATTRIBUTE features53 NUMERIC
+@ATTRIBUTE features54 NUMERIC
+@ATTRIBUTE features55 NUMERIC
+@ATTRIBUTE features56 NUMERIC
+@ATTRIBUTE features57 NUMERIC
+@ATTRIBUTE features58 NUMERIC
+@ATTRIBUTE features59 NUMERIC
+@ATTRIBUTE features60 NUMERIC
+@ATTRIBUTE features61 NUMERIC
+@ATTRIBUTE features62 NUMERIC
+@ATTRIBUTE features63 NUMERIC
+@ATTRIBUTE features64 NUMERIC
+@ATTRIBUTE features65 NUMERIC
+@ATTRIBUTE features66 NUMERIC
+@ATTRIBUTE features67 NUMERIC
+@ATTRIBUTE features68 NUMERIC
+@ATTRIBUTE features69 NUMERIC
+@ATTRIBUTE features70 NUMERIC
+@ATTRIBUTE features71 NUMERIC
+@ATTRIBUTE features72 NUMERIC
+@ATTRIBUTE features73 NUMERIC
+@ATTRIBUTE features74 NUMERIC
+@ATTRIBUTE features75 NUMERIC
+@ATTRIBUTE features76 NUMERIC
+@ATTRIBUTE features77 NUMERIC
+@ATTRIBUTE features78 NUMERIC
+@ATTRIBUTE features79 NUMERIC
+@ATTRIBUTE features80 NUMERIC
+@ATTRIBUTE features81 NUMERIC
+@ATTRIBUTE features82 NUMERIC
+@ATTRIBUTE features83 NUMERIC
+@ATTRIBUTE features84 NUMERIC
+@ATTRIBUTE features85 NUMERIC
+@ATTRIBUTE features86 NUMERIC
+@ATTRIBUTE features87 NUMERIC
+@ATTRIBUTE features88 NUMERIC
+@ATTRIBUTE features89 NUMERIC
+@ATTRIBUTE features90 NUMERIC
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+@ATTRIBUTE features94 NUMERIC
+@ATTRIBUTE features95 NUMERIC
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+@ATTRIBUTE features97 NUMERIC
+@ATTRIBUTE features98 NUMERIC
+@ATTRIBUTE features99 NUMERIC
+@ATTRIBUTE features100 NUMERIC
+@ATTRIBUTE features101 NUMERIC
+@ATTRIBUTE features102 NUMERIC
+@ATTRIBUTE features103 NUMERIC
+@ATTRIBUTE features104 NUMERIC
+@ATTRIBUTE features105 NUMERIC
+@ATTRIBUTE features106 NUMERIC
+@ATTRIBUTE features107 NUMERIC
+@ATTRIBUTE features108 NUMERIC
+@ATTRIBUTE features109 NUMERIC
+@ATTRIBUTE features110 NUMERIC
+@ATTRIBUTE features111 NUMERIC
+@ATTRIBUTE features112 NUMERIC
+@ATTRIBUTE features113 NUMERIC
+@ATTRIBUTE features114 NUMERIC
+@ATTRIBUTE features115 NUMERIC
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+@ATTRIBUTE features117 NUMERIC
+@ATTRIBUTE features118 NUMERIC
+@ATTRIBUTE features119 NUMERIC
+@ATTRIBUTE features120 NUMERIC
+@ATTRIBUTE features121 NUMERIC
+@ATTRIBUTE features122 NUMERIC
+@ATTRIBUTE features123 NUMERIC
+@ATTRIBUTE features124 NUMERIC
+@ATTRIBUTE features125 NUMERIC
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+@ATTRIBUTE features127 NUMERIC
+@ATTRIBUTE features128 NUMERIC
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+@ATTRIBUTE features130 NUMERIC
+@ATTRIBUTE features131 NUMERIC
+@ATTRIBUTE features132 NUMERIC
+@ATTRIBUTE features133 NUMERIC
+@ATTRIBUTE features134 NUMERIC
+@ATTRIBUTE features135 NUMERIC
+@ATTRIBUTE features136 NUMERIC
+@ATTRIBUTE class {field,tractor,wind,dog,blackbird,crushat,goose,hoopoe,sparrow,sturnus,swallow}
+
+@DATA
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diff --git a/SERVER_CODE/best_model_batch_590.h5 b/SERVER_CODE/best_model_batch_590.h5
new file mode 100644
index 0000000..8e3e278
Binary files /dev/null and b/SERVER_CODE/best_model_batch_590.h5 differ
diff --git a/SERVER_CODE/cnn_classifier.py b/SERVER_CODE/cnn_classifier.py
new file mode 100644
index 0000000..84ffabe
--- /dev/null
+++ b/SERVER_CODE/cnn_classifier.py
@@ -0,0 +1,57 @@
+import librosa
+import librosa.display
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from keras.models import model_from_json
+from keras import optimizers
+from keras_preprocessing.image import ImageDataGenerator
+
+class classifier(object):
+    def __init__(self, model, weight):
+        json_file = open(model, 'r')
+        loaded_model_json = json_file.read()
+        json_file.close()
+        self.loaded_model = model_from_json(loaded_model_json)
+        self.loaded_model.load_weights(weight)
+        self.datagen=ImageDataGenerator(rescale=1./255.,validation_split=0.25)
+        self.loaded_model.compile(optimizers.rmsprop(lr=0.0005, decay=1e-6),loss="categorical_crossentropy",metrics=["accuracy"])
+        self.loaded_model.summary()
+
+    def predict(self,wav_to_predict):
+        image = self.create_spectrogram(wav_to_predict)
+        predict_generator = self.datagen.flow_from_directory(
+                directory="images_to_predict/",
+                batch_size=128,
+                seed=42,
+                shuffle=False,
+                class_mode="categorical",
+                target_size=(64,64))
+        prediction = self.loaded_model.predict_generator(predict_generator,steps=1)
+        os.remove(image)
+        predicted_class_indices=np.argmax(prediction,axis=1)
+        labels = {'anser': 0, 'columba': 1, 'hirundo': 2, 'passer': 3, 'sturnus': 4, 'turdus': 5, 'upupa': 6}
+        labels = dict((v,k) for k,v in labels.items())
+        predictions = [labels[k] for k in predicted_class_indices]
+        print("The sound was a : ", predictions[0])
+        return predictions
+    
+    def create_spectrogram(self, wav):
+        plt.interactive(False)
+        clip, sample_rate = librosa.load(wav, sr=None)
+        fig = plt.figure(figsize=[0.72,0.72])
+        ax = fig.add_subplot(111)
+        ax.axes.get_xaxis().set_visible(False)
+        ax.axes.get_yaxis().set_visible(False)
+        ax.set_frame_on(False)
+        spectogram = librosa.feature.melspectrogram(y=clip, sr=sample_rate)
+        librosa.display.specshow(librosa.power_to_db(spectogram, ref=np.max))
+        if not os.path.exists("images_to_predict/unknown/"):
+            os.makedirs("images_to_predict/unknown/")
+        file_name  = "images_to_predict/unknown/"+wav[:-4]+ '.jpg'
+        plt.savefig(file_name, dpi=400, bbox_inches='tight',pad_inches=0)
+        plt.close()    
+        fig.clf()
+        plt.close(fig)
+        plt.close('all')
+        return file_name
\ No newline at end of file