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Created 3 years ago
# Install TensorFlow
# !pip install -q tensorflow-gpu==2.0.0-rc0
try:
%tensorflow_version 2.x # Colab only.
except Exception:
pass
import tensorflow as tf
print(tf.__version__)`%tensorflow_version` only switches the major version: `1.x` or `2.x`.
You set: `2.x # Colab only.`. This will be interpreted as: `2.x`.
TensorFlow is already loaded. Please restart the runtime to change versions.
2.0.0-rc0
# More imports
from tensorflow.keras.layers import Input, Dense, Flatten
from tensorflow.keras.applications.vgg16 import VGG16 as PretrainedModel, \
preprocess_input
from tensorflow.keras.models import Model
from tensorflow.keras.optimizers import SGD, Adam
from tensorflow.keras.preprocessing import image
from tensorflow.keras.preprocessing.image import ImageDataGenerator
from glob import glob
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import sys, os# Data from: https://mmspg.epfl.ch/downloads/food-image-datasets/
# !wget --passive-ftp --prefer-family=ipv4 --ftp-user FoodImage@grebvm2.epfl.ch \
# --ftp-password Cahc1moo -nc ftp://tremplin.epfl.ch/Food-5K.zip
!wget -nc https://lazyprogrammer.me/course_files/Food-5K.zipFile ‘Food-5K.zip’ already there; not retrieving.
!unzip -qq -o Food-5K.zip!lssample_data