additional imports added

Author: AmulyaReddy99

.ipynb_checkpoints/Image Captions-checkpoint.ipynb

@@ -1,9 +1,32 @@
 import pandas as pd
-import numpy as np  
+import numpy as np 
+import soundfile as sf # flac file 
 import matplotlib.pyplot as plt
 
-from keras.models import Sequential  
-from keras.layers import Dense, LSTM, Dropout 
+import cv2, glob, os, re, random, csv
+from keras.applications import VGG16
+from keras.applications.vgg16 import VGG16, preprocess_input
+from keras import models
+from keras.models import Sequential, Model 
+from keras.layers import Dense, LSTM, Dropout, Conv2D, Flatten, AveragePooling2D, MaxPooling2D, Lambda
+from keras.optimizers import Adam, RMSprop
+
+from keras.preprocessing.text import Tokenizer
+from keras.preprocessing.image import ImageDataGenerator
+from keras.callbacks import EarlyStopping, ModelCheckpoint
+from keras.utils import np_utils, to_categorical
+
+from sklearn.model_selection import train_test_split
+from sklearn.preprocessing import LabelEncoder
+from sklearn.preprocessing import MinMaxScaler
+
+from sklearn.svm import LinearSVC
+from sklearn.naive_bayes import GaussianNB
+from sklearn.linear_model import LogisticRegression
+from sklearn.ensemble import RandomForestClassifier
+
+from sklearn.model_selection import cross_val_score
+from sklearn.metrics import confusion_matrix
 
 from keras.models import load_model
 

Django app/media/Screen Shot 2019-11-23 at 12.20.49 AM.png

@@ -9,12 +9,12 @@
 
 input_content = {
 	'Brain Tumor':'''Please input mri scanned image
-					<input type='text' name="Brain_Tumor">''',
+					<input type='file' name="Brain_Tumor">''',
 
 	'Image Captions':'''Please input an image
 					<input type='file' name="Image_Captions">''',
 
-	'Voice Recognition':'''Input mp3 or wav file of Sharhukh/Amitab/Kajol and watch the classification
+	'Voice Recognition':'''Input flac or mp3 or wav file of Sharhukh/Amitab/Kajol and watch the classification
 					<input type='file' name="Voice_Recognition">''',
 
 	'Banana Clasification':'''Please input an image of banana