make_images.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2\n",
    "import numpy as np\n",
    "from cv2 import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "tr = pd.read_csv('fashion-mnist_train.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>69</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>61</td>\n",
       "      <td>142</td>\n",
       "      <td>69</td>\n",
       "      <td>97</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>...</td>\n",
       "      <td>125</td>\n",
       "      <td>93</td>\n",
       "      <td>87</td>\n",
       "      <td>49</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>166</td>\n",
       "      <td>165</td>\n",
       "      <td>89</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>153</td>\n",
       "      <td>45</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>23</td>\n",
       "      <td>10</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>41</td>\n",
       "      <td>78</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>154</td>\n",
       "      <td>118</td>\n",
       "      <td>66</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>28</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>23</td>\n",
       "      <td>107</td>\n",
       "      <td>65</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>179</td>\n",
       "      <td>205</td>\n",
       "      <td>82</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>23</td>\n",
       "      <td>58</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>107</td>\n",
       "      <td>100</td>\n",
       "      <td>44</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>138</td>\n",
       "      <td>154</td>\n",
       "      <td>78</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "      <td>36</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>169</td>\n",
       "      <td>164</td>\n",
       "      <td>29</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 785 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    label  pixel1  pixel2  pixel3  pixel4  pixel5  pixel6  pixel7  pixel8  \\\n",
       "0       2       0       0       0       0       0       0       0       0   \n",
       "1       9       0       0       0       0       0       0       0       0   \n",
       "2       6       0       0       0       0       0       0       0       5   \n",
       "3       0       0       0       0       1       2       0       0       0   \n",
       "4       3       0       0       0       0       0       0       0       0   \n",
       "5       4       0       0       0       5       4       5       5       3   \n",
       "6       4       0       0       0       0       0       0       0       0   \n",
       "7       5       0       0       0       0       0       0       0       0   \n",
       "8       4       0       0       0       0       0       0       3       2   \n",
       "9       8       0       0       0       0       0       0       0       0   \n",
       "10      0       0       0       0       0       1       0       0       0   \n",
       "11      8       0       0       0       0       0       0       0       0   \n",
       "12      9       0       0       0       0       0       0       0       0   \n",
       "13      0       0       0       0       0       0       0       0       0   \n",
       "14      2       0       0       0       0       1       1       0       0   \n",
       "15      2       0       0       0       0       0       0       0       0   \n",
       "16      9       0       0       0       0       0       0       0       0   \n",
       "17      3       0       0       0       0       0       0       0       0   \n",
       "18      3       0       0       0       0       0       0       0       0   \n",
       "19      3       0       0       0       0       0       0       0       0   \n",
       "20      8       0       0       0       0       0       0       0       0   \n",
       "21      7       0       0       0       0       0       0       0       0   \n",
       "22      4       0       0       0       0       0       0       0       0   \n",
       "23      4       0       0       0       0       0       1       0       1   \n",
       "24      0       0       0       0       0       0       0       0       0   \n",
       "25      4       0       0       0       0       2       0       0       0   \n",
       "26      4       0       0       0       0       0       0       0       1   \n",
       "27      8       0       0       0       0       0       0       0       1   \n",
       "28      7       0       0       0       0       0       0       0       0   \n",
       "29      1       0       0       0       0       0       0       0       0   \n",
       "30      5       0       0       0       0       0       0       0       0   \n",
       "31      0       0       0       0       0       0       0       0       0   \n",
       "32      5       0       0       0       0       0       0       0       0   \n",
       "33      3       0       0       0       0       0       0       0       0   \n",
       "34      2       0       0       0       0       0       0       0       0   \n",
       "35      7       0       0       0       0       0       0       0       0   \n",
       "36      3       0       0       0       0       0       0       0       0   \n",
       "37      4       0       0       0       0       0       0       0       0   \n",
       "38      2       0       0       0       0       0       0       0       0   \n",
       "39      1       0       0       0       0       0       0       0       0   \n",
       "40      6       0       0       0       0       0       0       0       0   \n",
       "41      0       0       0       0       0       0       0       2      23   \n",
       "42      9       0       0       0       0       0       0       0       0   \n",
       "43      6       0       0       0       0       0       0       0       0   \n",
       "44      0       0       0       0       0       0       1       1       0   \n",
       "45      5       0       0       0       0       0       0       0       0   \n",
       "46      6       0       0       0       0       0       0       0       0   \n",
       "47      7       0       0       0       0       0       0       0       0   \n",
       "48      7       0       0       0       0       0       0       0       0   \n",
       "49      2       0       0       0       0       0       0       0      30   \n",
       "\n",
       "    pixel9    ...     pixel775  pixel776  pixel777  pixel778  pixel779  \\\n",
       "0        0    ...            0         0         0         0         0   \n",
       "1        0    ...            0         0         0         0         0   \n",
       "2        0    ...            0         0         0        30        43   \n",
       "3        0    ...            3         0         0         0         0   \n",
       "4        0    ...            0         0         0         0         0   \n",
       "5        5    ...            7         8         7         4         3   \n",
       "6        0    ...           14         0         0         0         0   \n",
       "7        0    ...            0         0         0         0         0   \n",
       "8        0    ...            1         0         0         0         0   \n",
       "9        0    ...          203       214       166         0         0   \n",
       "10       0    ...          164       177       163         0         0   \n",
       "11       0    ...            9        10         9         9         8   \n",
       "12       0    ...            0         0         0         0         0   \n",
       "13       0    ...            0         0         0         0         0   \n",
       "14       0    ...            0         0       118       190       162   \n",
       "15      16    ...            0         0         1         1         1   \n",
       "16       0    ...            0         0         0         0         0   \n",
       "17       0    ...          101        20         0         0         1   \n",
       "18       0    ...            0        11        15         0         0   \n",
       "19       0    ...            0         0         0         0         0   \n",
       "20       0    ...           80        73        62        37        16   \n",
       "21       0    ...            0         0         0         0         0   \n",
       "22       0    ...           69         0         0         2         0   \n",
       "23       0    ...            0         0         2         0        61   \n",
       "24      40    ...          125        93        87        49         0   \n",
       "25       1    ...            4         1         0         7       166   \n",
       "26       0    ...          153        45         0         0         0   \n",
       "27       0    ...           15        23        10        19        21   \n",
       "28       0    ...            0         0         0         0         0   \n",
       "29       0    ...            0         1         0         0         0   \n",
       "30       0    ...            0         0         0         0         0   \n",
       "31       0    ...          154       118        66         0         0   \n",
       "32       0    ...            0         0         0         0         0   \n",
       "33       0    ...           28         0         0         0         0   \n",
       "34       0    ...            0         0         0         0         0   \n",
       "35       0    ...            0         0         0         0         0   \n",
       "36       0    ...           23       107        65         0         0   \n",
       "37       0    ...            0         0         0         0         0   \n",
       "38       0    ...            0         0         0         0         0   \n",
       "39       0    ...          179       205        82         0         0   \n",
       "40       0    ...           41         0         0         0         0   \n",
       "41      58    ...           11         0         0         0         0   \n",
       "42       0    ...            0         0         0         0         0   \n",
       "43       0    ...            0         0         0         0         0   \n",
       "44       0    ...          107       100        44         0         2   \n",
       "45       0    ...            0         0         0         0         0   \n",
       "46       0    ...            0         1         0         0       138   \n",
       "47       0    ...            0         0         0         0         0   \n",
       "48       0    ...            0         0         0         0         0   \n",
       "49      36    ...            1         0         0       169       164   \n",
       "\n",
       "    pixel780  pixel781  pixel782  pixel783  pixel784  \n",
       "0          0         0         0         0         0  \n",
       "1          0         0         0         0         0  \n",
       "2          0         0         0         0         0  \n",
       "3          1         0         0         0         0  \n",
       "4          0         0         0         0         0  \n",
       "5          7         5         0         0         0  \n",
       "6          0         0         0         0         0  \n",
       "7          0         0         0         0         0  \n",
       "8          0         0         0         0         0  \n",
       "9          0         0         0         0         0  \n",
       "10         1         0         0         0         0  \n",
       "11         1         0         0         0         0  \n",
       "12         0         0         0         0         0  \n",
       "13         0         1         0         0         0  \n",
       "14        82         0         0         0         0  \n",
       "15         1         0         0         0         0  \n",
       "16         0         0         0         0         0  \n",
       "17         0         0         0         0         0  \n",
       "18         0         0         0         0         0  \n",
       "19         0         0         0         0         0  \n",
       "20         0         0         0         0         0  \n",
       "21         0         0         0         0         0  \n",
       "22         0         0         0         0         0  \n",
       "23       142        69        97         0         0  \n",
       "24         0         0         0         0         0  \n",
       "25       165        89         0         0         0  \n",
       "26         0         0         0         0         0  \n",
       "27        41        78         6         0         0  \n",
       "28         0         0         0         0         0  \n",
       "29         0         0         0         0         0  \n",
       "30         0         0         0         0         0  \n",
       "31         0         0         0         0         0  \n",
       "32         0         0         0         0         0  \n",
       "33         0         0         0         0         0  \n",
       "34         0         0         0         0         0  \n",
       "35         0         0         0         0         0  \n",
       "36         0         0         0         0         0  \n",
       "37         0         0         0         0         0  \n",
       "38         0         0         0         0         0  \n",
       "39         0         0         0         0         0  \n",
       "40         0         0         0         0         0  \n",
       "41         0         0         0         0         0  \n",
       "42         0         0         0         0         0  \n",
       "43         0         0         0         0         0  \n",
       "44         0         0         0         0         0  \n",
       "45         0         0         0         0         0  \n",
       "46       154        78         0         0         0  \n",
       "47         0         0         0         0         0  \n",
       "48         0         0         0         0         0  \n",
       "49        29         0         0         0         0  \n",
       "\n",
       "[50 rows x 785 columns]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tr.head(50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "784"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(i2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "i0 = np.array(tr.iloc[47][1:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ymYeHSu5lo5kdNrPdM5YtMrNnzOyV7Pus06SV1FtHzNycmFm61G3XaTNet/1lv5lVJP2f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\nEBThB4Ii/EBQhB8IivADQRF+IKj/B0m27lElDn5rAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1961bd121d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = np.reshape(i0, (28, 28))\n",
    "plt.imshow(img)\n",
    "plt.show()\n",
    "imwrite(\"Sneaker1.jpg\",img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}