ColeMurray

import tensorflow as tf

from age_gender_estimation_tutorial.cnn_model import network


def model_fn(features, labels, mode, params):
    """
    Creates model_fn for Tensorflow estimator. This function takes features and input, and
    is responsible for the creation and processing of the Tensorflow graph for training, prediction and evaluation.
    

ColeMurray

import tensorflow as tf


def network(feature_input, labels, mode):
    """
    Creates a simple multi-layer convolutional neural network
    
    :param feature_input: 
    :param labels: 
    :param mode: 

ColeMurray

#!/usr/bin/env bash

if [[ ! -d "data" ]]
then
    mkdir "data"
fi

curl https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/imdb_crop.tar -O
tar -xzvf imdb_crop -C data

ColeMurray

import argparse as argparse
import csv
import os
import random
from datetime import datetime

import cv2
import numpy as np
from scipy.io import loadmat
from tqdm import tqdm

ColeMurray

import argparse
import logging
import os
import zipfile

import requests

model_dict = {
    'show-and-tell-2M': '1RG2xggrl4rc8tKlZQt-G-ihX7ln8N3-p'
}

ColeMurray

import logging
import os

import numpy as np
import tensorflow as tf
from tensorflow.python.framework import ops

logger = logging.getLogger(__name__)

ColeMurray

import argparse
import logging
import os
import pickle
import sys
import time

import numpy as np
import tensorflow as tf
from sklearn.svm import SVC

ColeMurray

import argparse
import glob
import logging
import multiprocessing as mp
import os
import time

import cv2

from medium_facenet_tutorial.align_dlib import AlignDlib

ColeMurray

import argparse

import logging
import os
import requests
import zipfile

"""
This file is copied from:
https://github.com/davidsandberg/facenet/blob/master/src/download_and_extract_model.py

ColeMurray

FROM tensorflow/tensorflow:latest

RUN apt-get update -y --fix-missing
RUN apt-get install -y ffmpeg
RUN apt-get install -y build-essential cmake pkg-config \
                    libjpeg8-dev libtiff5-dev libjasper-dev libpng12-dev \
                    libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
                    libxvidcore-dev libx264-dev \
                    libgtk-3-dev \
                    libatlas-base-dev gfortran \