flower.py

import os
import cv2
import numpy as np

#Encoding and Split data into Train/Test Sets
from sklearn.preprocessing import LabelEncoder
from tensorflow.keras.utils import to_categorical
from sklearn.model_selection import train_test_split

#Tensorflow Keras CNN Model
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout, Flatten, Activation, Conv2D, MaxPooling2D
from tensorflow.keras.preprocessing.image import ImageDataGenerator
from tensorflow.keras.optimizers import Adam,SGD,Adagrad,Adadelta,RMSprop

#Plot Images
import matplotlib.pyplot as plt


folder_dir = 'dataset path'