├── Procfile
├── __pycache__
└── config.cpython-37.pyc
├── app.py
├── app
├── __init__.py
├── __pycache__
│ ├── __init__.cpython-37.pyc
│ ├── __init__.cpython-38.pyc
│ ├── views.cpython-37.pyc
│ └── views.cpython-38.pyc
├── static
│ ├── cascade
│ │ ├── Bus_front.xml
│ │ └── cars.xml
│ ├── css
│ │ ├── materialize.css
│ │ └── materialize.min.css
│ ├── images
│ │ └── white_bg.jpg
│ ├── js
│ │ ├── materialize.js
│ │ └── materialize.min.js
│ └── uploads
│ │ └── bus.jpg
├── templates
│ └── index.html
└── views.py
├── config.py
├── readme.md
├── requirements.txt
└── sample_data
├── bus.jpg
└── cars.png
/Procfile:
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1 | web: gunicorn app:app
2 |
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/__pycache__/config.cpython-37.pyc:
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https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/__pycache__/config.cpython-37.pyc
--------------------------------------------------------------------------------
/app.py:
--------------------------------------------------------------------------------
1 | from app import app
2 |
3 | if __name__ == '__main__':
4 | app.run()
--------------------------------------------------------------------------------
/app/__init__.py:
--------------------------------------------------------------------------------
1 | from flask import Flask
2 |
3 | app = Flask(__name__)
4 |
5 | app.config.from_object("config.DevelopmentConfig")
6 |
7 | from app import views
8 |
--------------------------------------------------------------------------------
/app/__pycache__/__init__.cpython-37.pyc:
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/app/__pycache__/__init__.cpython-38.pyc:
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/app/__pycache__/views.cpython-37.pyc:
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/app/static/cascade/Bus_front.xml:
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1 |
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1069 | -4.0565168857574463e-01 2.5714433193206787e-01
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1075 | -5.1765418052673340e-01 2.3267844319343567e-01
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1087 | -3.7136837840080261e-01 2.5466144084930420e-01
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1105 | -4.4698071479797363e-01 2.0111304521560669e-01
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1135 | -2.7772367000579834e-01 3.4864497184753418e-01
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1140 |
1141 | -3.9996623992919922e-01 2.4786031246185303e-01
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1176 | -5.4122900962829590e-01 2.1462590992450714e-01
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1194 | -4.4952031970024109e-01 2.0559842884540558e-01
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1200 | -4.1738593578338623e-01 2.1909713745117188e-01
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1203 | 0 -1 169 -117445486 -119997700 -2100907364 821939381
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1206 | -3.8549479842185974e-01 2.3149508237838745e-01
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1209 | 0 -1 86 1376253386 -780806507 402921472 858037290 -753009729
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1212 | -3.3389028906822205e-01 2.7337139844894409e-01
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1215 | 0 -1 115 -889859350 2051309590 -762867594 -537666657
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1218 | -3.1708186864852905e-01 2.7700790762901306e-01
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1223 |
1224 | -3.7245422601699829e-01 2.2239436209201813e-01
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1230 | -6.9343942403793335e-01 1.0560596734285355e-01
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1233 | 0 -1 64 -57395209 -168304841 -1861029412 -36317242
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1236 | -3.1827178597450256e-01 2.7642071247100830e-01
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1239 | 0 -1 208 -69733469 250191914 -1627319806 214876900
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1242 | -4.2545863986015320e-01 2.1299803256988525e-01
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1245 | 0 -1 130 -142116 1980018690 -2096834606 339940376
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1248 | -5.9715431928634644e-01 1.0951839387416840e-01
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1251 | 0 -1 90 235943028 -1244349124 -1667575044 2147397814
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1253 |
1254 | -6.5302681922912598e-01 1.3062317669391632e-01
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1260 | -3.8293799757957458e-01 2.0807476341724396e-01
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1277 | -5.3157800436019897e-01 1.8704688549041748e-01
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1283 | -3.7372338771820068e-01 3.0672171711921692e-01
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1289 | -2.9509863257408142e-01 3.6123496294021606e-01
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1301 | -2.2949795424938202e-01 4.0716519951820374e-01
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1307 | -4.8526409268379211e-01 1.8311178684234619e-01
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1313 | -5.6002384424209595e-01 1.7529971897602081e-01
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1319 | -4.0346086025238037e-01 2.2372123599052429e-01
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1325 | -3.5829880833625793e-01 2.7420243620872498e-01
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1337 | -3.6439469456672668e-01 2.4522586166858673e-01
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1343 | -3.8982608914375305e-01 2.4753549695014954e-01
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1349 | -1.9081844389438629e-01 5.3629857301712036e-01
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1355 | -4.6487107872962952e-01 2.1015170216560364e-01
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1402 | -2.5746074318885803e-01 4.3585070967674255e-01
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1408 | -4.1597154736518860e-01 2.7530533075332642e-01
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1414 | -2.7987903356552124e-01 4.0859520435333252e-01
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1420 | -4.6831926703453064e-01 2.2987678647041321e-01
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1698 | <_>
1699 |
1700 | 3 2 1 1
1701 | <_>
1702 |
1703 | 3 9 1 2
1704 | <_>
1705 |
1706 | 3 10 1 2
1707 | <_>
1708 |
1709 | 3 11 1 1
1710 | <_>
1711 |
1712 | 3 12 1 1
1713 | <_>
1714 |
1715 | 3 23 8 2
1716 | <_>
1717 |
1718 | 3 24 8 2
1719 | <_>
1720 |
1721 | 4 4 1 1
1722 | <_>
1723 |
1724 | 4 4 1 2
1725 | <_>
1726 |
1727 | 4 4 2 1
1728 | <_>
1729 |
1730 | 4 4 3 2
1731 | <_>
1732 |
1733 | 4 5 6 1
1734 | <_>
1735 |
1736 | 4 10 1 1
1737 | <_>
1738 |
1739 | 4 10 1 2
1740 | <_>
1741 |
1742 | 4 11 1 1
1743 | <_>
1744 |
1745 | 4 17 3 1
1746 | <_>
1747 |
1748 | 4 20 8 1
1749 | <_>
1750 |
1751 | 4 21 7 3
1752 | <_>
1753 |
1754 | 4 24 8 2
1755 | <_>
1756 |
1757 | 4 25 4 1
1758 | <_>
1759 |
1760 | 4 27 1 1
1761 | <_>
1762 |
1763 | 5 1 2 1
1764 | <_>
1765 |
1766 | 5 3 1 1
1767 | <_>
1768 |
1769 | 5 3 2 1
1770 | <_>
1771 |
1772 | 5 3 8 1
1773 | <_>
1774 |
1775 | 5 4 2 1
1776 | <_>
1777 |
1778 | 5 6 4 1
1779 | <_>
1780 |
1781 | 5 15 7 5
1782 | <_>
1783 |
1784 | 5 25 7 1
1785 | <_>
1786 |
1787 | 5 27 1 1
1788 | <_>
1789 |
1790 | 6 1 2 1
1791 | <_>
1792 |
1793 | 6 3 2 1
1794 | <_>
1795 |
1796 | 6 5 2 1
1797 | <_>
1798 |
1799 | 6 10 1 1
1800 | <_>
1801 |
1802 | 6 10 7 3
1803 | <_>
1804 |
1805 | 6 13 1 1
1806 | <_>
1807 |
1808 | 6 18 4 1
1809 | <_>
1810 |
1811 | 6 24 6 2
1812 | <_>
1813 |
1814 | 7 2 6 2
1815 | <_>
1816 |
1817 | 7 4 2 1
1818 | <_>
1819 |
1820 | 7 5 5 1
1821 | <_>
1822 |
1823 | 7 6 6 1
1824 | <_>
1825 |
1826 | 7 12 1 1
1827 | <_>
1828 |
1829 | 7 19 6 1
1830 | <_>
1831 |
1832 | 7 21 5 3
1833 | <_>
1834 |
1835 | 7 26 6 1
1836 | <_>
1837 |
1838 | 8 11 4 1
1839 | <_>
1840 |
1841 | 8 14 7 3
1842 | <_>
1843 |
1844 | 8 23 5 2
1845 | <_>
1846 |
1847 | 8 24 5 2
1848 | <_>
1849 |
1850 | 8 24 6 2
1851 | <_>
1852 |
1853 | 9 1 2 1
1854 | <_>
1855 |
1856 | 9 2 3 1
1857 | <_>
1858 |
1859 | 9 2 7 1
1860 | <_>
1861 |
1862 | 9 4 4 1
1863 | <_>
1864 |
1865 | 9 10 5 2
1866 | <_>
1867 |
1868 | 9 11 1 1
1869 | <_>
1870 |
1871 | 9 21 1 1
1872 | <_>
1873 |
1874 | 9 26 2 1
1875 | <_>
1876 |
1877 | 10 1 3 1
1878 | <_>
1879 |
1880 | 10 1 3 9
1881 | <_>
1882 |
1883 | 10 1 4 1
1884 | <_>
1885 |
1886 | 10 1 6 9
1887 | <_>
1888 |
1889 | 10 2 5 2
1890 | <_>
1891 |
1892 | 10 4 2 1
1893 | <_>
1894 |
1895 | 10 24 4 2
1896 | <_>
1897 |
1898 | 11 0 3 1
1899 | <_>
1900 |
1901 | 11 2 6 1
1902 | <_>
1903 |
1904 | 11 24 6 2
1905 | <_>
1906 |
1907 | 11 27 6 1
1908 | <_>
1909 |
1910 | 12 1 4 1
1911 | <_>
1912 |
1913 | 12 1 6 1
1914 | <_>
1915 |
1916 | 12 1 6 2
1917 | <_>
1918 |
1919 | 12 2 6 1
1920 | <_>
1921 |
1922 | 12 3 6 1
1923 | <_>
1924 |
1925 | 13 1 2 1
1926 | <_>
1927 |
1928 | 13 5 3 1
1929 | <_>
1930 |
1931 | 14 17 4 1
1932 | <_>
1933 |
1934 | 14 24 4 2
1935 | <_>
1936 |
1937 | 15 2 5 1
1938 | <_>
1939 |
1940 | 15 3 5 1
1941 | <_>
1942 |
1943 | 15 10 5 4
1944 | <_>
1945 |
1946 | 15 15 5 5
1947 | <_>
1948 |
1949 | 15 18 5 2
1950 | <_>
1951 |
1952 | 15 26 5 1
1953 | <_>
1954 |
1955 | 16 1 2 1
1956 | <_>
1957 |
1958 | 16 1 4 1
1959 | <_>
1960 |
1961 | 16 4 2 1
1962 | <_>
1963 |
1964 | 16 6 2 1
1965 | <_>
1966 |
1967 | 16 21 1 1
1968 | <_>
1969 |
1970 | 16 25 3 1
1971 | <_>
1972 |
1973 | 17 1 2 1
1974 | <_>
1975 |
1976 | 17 2 2 1
1977 | <_>
1978 |
1979 | 17 3 4 1
1980 | <_>
1981 |
1982 | 17 4 3 1
1983 | <_>
1984 |
1985 | 17 6 1 1
1986 | <_>
1987 |
1988 | 17 6 2 1
1989 | <_>
1990 |
1991 | 17 20 1 1
1992 | <_>
1993 |
1994 | 18 1 4 1
1995 | <_>
1996 |
1997 | 18 16 4 1
1998 | <_>
1999 |
2000 | 18 17 4 1
2001 | <_>
2002 |
2003 | 18 19 4 2
2004 | <_>
2005 |
2006 | 18 25 1 1
2007 | <_>
2008 |
2009 | 18 27 4 1
2010 | <_>
2011 |
2012 | 19 0 3 1
2013 | <_>
2014 |
2015 | 19 3 2 2
2016 | <_>
2017 |
2018 | 19 3 3 1
2019 | <_>
2020 |
2021 | 19 3 3 2
2022 | <_>
2023 |
2024 | 19 4 2 1
2025 | <_>
2026 |
2027 | 19 7 1 1
2028 | <_>
2029 |
2030 | 20 1 3 2
2031 | <_>
2032 |
2033 | 20 7 1 1
2034 | <_>
2035 |
2036 | 20 15 3 5
2037 | <_>
2038 |
2039 | 20 27 2 1
2040 | <_>
2041 |
2042 | 21 0 3 2
2043 | <_>
2044 |
2045 | 21 1 3 1
2046 | <_>
2047 |
2048 | 21 1 3 2
2049 | <_>
2050 |
2051 | 21 2 3 3
2052 | <_>
2053 |
2054 | 21 3 3 3
2055 | <_>
2056 |
2057 | 21 5 2 1
2058 | <_>
2059 |
2060 | 21 14 3 5
2061 | <_>
2062 |
2063 | 21 22 3 1
2064 | <_>
2065 |
2066 | 21 23 3 1
2067 | <_>
2068 |
2069 | 21 25 1 1
2070 | <_>
2071 |
2072 | 21 27 3 1
2073 | <_>
2074 |
2075 | 22 3 2 1
2076 | <_>
2077 |
2078 | 23 0 2 4
2079 | <_>
2080 |
2081 | 23 3 2 1
2082 | <_>
2083 |
2084 | 23 4 2 1
2085 | <_>
2086 |
2087 | 23 5 2 2
2088 | <_>
2089 |
2090 | 23 10 2 4
2091 | <_>
2092 |
2093 | 23 27 1 1
2094 | <_>
2095 |
2096 | 24 1 2 1
2097 | <_>
2098 |
2099 | 24 1 2 2
2100 | <_>
2101 |
2102 | 24 2 2 4
2103 | <_>
2104 |
2105 | 24 2 2 5
2106 | <_>
2107 |
2108 | 24 3 1 1
2109 | <_>
2110 |
2111 | 24 3 2 3
2112 | <_>
2113 |
2114 | 24 4 1 1
2115 | <_>
2116 |
2117 | 24 4 1 2
2118 | <_>
2119 |
2120 | 24 4 2 4
2121 | <_>
2122 |
2123 | 24 17 2 3
2124 | <_>
2125 |
2126 | 24 24 2 1
2127 | <_>
2128 |
2129 | 24 27 2 1
2130 | <_>
2131 |
2132 | 25 3 1 1
2133 | <_>
2134 |
2135 | 26 3 1 5
2136 | <_>
2137 |
2138 | 26 8 1 1
2139 | <_>
2140 |
2141 | 26 8 1 5
2142 | <_>
2143 |
2144 | 26 9 1 1
2145 | <_>
2146 |
2147 | 26 12 1 3
2148 | <_>
2149 |
2150 | 26 13 1 1
2151 | <_>
2152 |
2153 | 27 2 1 3
2154 | <_>
2155 |
2156 | 27 27 1 1
2157 |
2158 |
--------------------------------------------------------------------------------
/app/static/css/materialize.min.css:
--------------------------------------------------------------------------------
1 | /*!
2 | * Materialize v1.0.0 (http://materializecss.com)
3 | * Copyright 2014-2017 Materialize
4 | * MIT License (https://raw.githubusercontent.com/Dogfalo/materialize/master/LICENSE)
5 | */
6 | .materialize-red{background-color:#e51c23 !important}.materialize-red-text{color:#e51c23 !important}.materialize-red.lighten-5{background-color:#fdeaeb !important}.materialize-red-text.text-lighten-5{color:#fdeaeb !important}.materialize-red.lighten-4{background-color:#f8c1c3 !important}.materialize-red-text.text-lighten-4{color:#f8c1c3 !important}.materialize-red.lighten-3{background-color:#f3989b !important}.materialize-red-text.text-lighten-3{color:#f3989b !important}.materialize-red.lighten-2{background-color:#ee6e73 !important}.materialize-red-text.text-lighten-2{color:#ee6e73 !important}.materialize-red.lighten-1{background-color:#ea454b !important}.materialize-red-text.text-lighten-1{color:#ea454b !important}.materialize-red.darken-1{background-color:#d0181e !important}.materialize-red-text.text-darken-1{color:#d0181e !important}.materialize-red.darken-2{background-color:#b9151b !important}.materialize-red-text.text-darken-2{color:#b9151b 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!important}.deep-purple.accent-3{background-color:#651fff !important}.deep-purple-text.text-accent-3{color:#651fff !important}.deep-purple.accent-4{background-color:#6200ea !important}.deep-purple-text.text-accent-4{color:#6200ea !important}.indigo{background-color:#3f51b5 !important}.indigo-text{color:#3f51b5 !important}.indigo.lighten-5{background-color:#e8eaf6 !important}.indigo-text.text-lighten-5{color:#e8eaf6 !important}.indigo.lighten-4{background-color:#c5cae9 !important}.indigo-text.text-lighten-4{color:#c5cae9 !important}.indigo.lighten-3{background-color:#9fa8da !important}.indigo-text.text-lighten-3{color:#9fa8da !important}.indigo.lighten-2{background-color:#7986cb !important}.indigo-text.text-lighten-2{color:#7986cb !important}.indigo.lighten-1{background-color:#5c6bc0 !important}.indigo-text.text-lighten-1{color:#5c6bc0 !important}.indigo.darken-1{background-color:#3949ab !important}.indigo-text.text-darken-1{color:#3949ab !important}.indigo.darken-2{background-color:#303f9f !important}.indigo-text.text-darken-2{color:#303f9f !important}.indigo.darken-3{background-color:#283593 !important}.indigo-text.text-darken-3{color:#283593 !important}.indigo.darken-4{background-color:#1a237e !important}.indigo-text.text-darken-4{color:#1a237e !important}.indigo.accent-1{background-color:#8c9eff !important}.indigo-text.text-accent-1{color:#8c9eff !important}.indigo.accent-2{background-color:#536dfe !important}.indigo-text.text-accent-2{color:#536dfe !important}.indigo.accent-3{background-color:#3d5afe !important}.indigo-text.text-accent-3{color:#3d5afe !important}.indigo.accent-4{background-color:#304ffe !important}.indigo-text.text-accent-4{color:#304ffe !important}.blue{background-color:#2196F3 !important}.blue-text{color:#2196F3 !important}.blue.lighten-5{background-color:#E3F2FD !important}.blue-text.text-lighten-5{color:#E3F2FD !important}.blue.lighten-4{background-color:#BBDEFB !important}.blue-text.text-lighten-4{color:#BBDEFB !important}.blue.lighten-3{background-color:#90CAF9 !important}.blue-text.text-lighten-3{color:#90CAF9 !important}.blue.lighten-2{background-color:#64B5F6 !important}.blue-text.text-lighten-2{color:#64B5F6 !important}.blue.lighten-1{background-color:#42A5F5 !important}.blue-text.text-lighten-1{color:#42A5F5 !important}.blue.darken-1{background-color:#1E88E5 !important}.blue-text.text-darken-1{color:#1E88E5 !important}.blue.darken-2{background-color:#1976D2 !important}.blue-text.text-darken-2{color:#1976D2 !important}.blue.darken-3{background-color:#1565C0 !important}.blue-text.text-darken-3{color:#1565C0 !important}.blue.darken-4{background-color:#0D47A1 !important}.blue-text.text-darken-4{color:#0D47A1 !important}.blue.accent-1{background-color:#82B1FF !important}.blue-text.text-accent-1{color:#82B1FF !important}.blue.accent-2{background-color:#448AFF !important}.blue-text.text-accent-2{color:#448AFF 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7 | * Waves v0.6.0
8 | * http://fian.my.id/Waves
9 | *
10 | * Copyright 2014 Alfiana E. Sibuea and other contributors
11 | * Released under the MIT license
12 | * https://github.com/fians/Waves/blob/master/LICENSE
13 | */.waves-effect{position:relative;cursor:pointer;display:inline-block;overflow:hidden;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-tap-highlight-color:transparent;vertical-align:middle;z-index:1;-webkit-transition:.3s ease-out;transition:.3s ease-out}.waves-effect .waves-ripple{position:absolute;border-radius:50%;width:20px;height:20px;margin-top:-10px;margin-left:-10px;opacity:0;background:rgba(0,0,0,0.2);-webkit-transition:all 0.7s ease-out;transition:all 0.7s ease-out;-webkit-transition-property:opacity, -webkit-transform;transition-property:opacity, -webkit-transform;transition-property:transform, opacity;transition-property:transform, opacity, -webkit-transform;-webkit-transform:scale(0);transform:scale(0);pointer-events:none}.waves-effect.waves-light .waves-ripple{background-color:rgba(255,255,255,0.45)}.waves-effect.waves-red .waves-ripple{background-color:rgba(244,67,54,0.7)}.waves-effect.waves-yellow 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visibility 0s,
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.selects-container{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex}.datepicker-controls .select-wrapper input{border-bottom:none;text-align:center;margin:0}.datepicker-controls .select-wrapper input:focus{border-bottom:none}.datepicker-controls .select-wrapper .caret{display:none}.datepicker-controls .select-year input{width:50px}.datepicker-controls .select-month input{width:70px}.month-prev,.month-next{margin-top:4px;cursor:pointer;background-color:transparent;border:none}.datepicker-date-display{-webkit-box-flex:1;-webkit-flex:1 auto;-ms-flex:1 auto;flex:1 auto;background-color:#26a69a;color:#fff;padding:20px 22px;font-weight:500}.datepicker-date-display .year-text{display:block;font-size:1.5rem;line-height:25px;color:rgba(255,255,255,0.7)}.datepicker-date-display .date-text{display:block;font-size:2.8rem;line-height:47px;font-weight:500}.datepicker-calendar-container{-webkit-box-flex:2.5;-webkit-flex:2.5 auto;-ms-flex:2.5 auto;flex:2.5 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1rem;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}.timepicker-clear{color:#F44336}.timepicker-close{color:#26a69a}.timepicker-clear,.timepicker-close{padding:0 20px}@media only screen and (min-width: 601px){.timepicker-modal{max-width:600px}.timepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.timepicker-text-container{top:32%}.timepicker-display-am-pm{position:relative;right:auto;bottom:auto;text-align:center;margin-top:1.2rem}}
14 |
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/app/static/images/white_bg.jpg:
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https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/app/static/images/white_bg.jpg
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/app/static/uploads/bus.jpg:
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https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/app/static/uploads/bus.jpg
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/app/templates/index.html:
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1 |
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6 | Vehicle Detection-Count-Classification App
7 |
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/app/views.py:
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1 | # Important imports
2 | from app import app
3 | from flask import request, render_template, url_for
4 | import cv2
5 | import numpy as np
6 | from PIL import Image
7 | import string
8 | import random
9 | import os
10 |
11 | # Adding path to config
12 | app.config['INITIAL_FILE_UPLOADS'] = 'app/static/uploads'
13 |
14 | car_cascade_src = 'app/static/cascade/cars.xml'
15 | bus_cascade_src = 'app/static/cascade/Bus_front.xml'
16 |
17 | # Route to home page
18 | @app.route("/", methods=["GET", "POST"])
19 | def index():
20 |
21 | # Execute if request is get
22 | if request.method == "GET":
23 | full_filename = 'images/white_bg.jpg'
24 | return render_template("index.html", full_filename = full_filename)
25 |
26 | # Execute if reuqest is post
27 | if request.method == "POST":
28 |
29 | image_upload = request.files['image_upload']
30 | imagename = image_upload.filename
31 |
32 | # generating unique name to save image
33 | letters = string.ascii_lowercase
34 | name = ''.join(random.choice(letters) for i in range(10)) + '.png'
35 | full_filename = 'uploads/' + name
36 |
37 | image = Image.open(image_upload)
38 | image = image.resize((450,250))
39 | image_arr = np.array(image)
40 | grey = cv2.cvtColor(image_arr,cv2.COLOR_BGR2GRAY)
41 |
42 | #Cascade
43 | car_cascade = cv2.CascadeClassifier(car_cascade_src)
44 | cars = car_cascade.detectMultiScale(grey, 1.1, 1)
45 |
46 | bcnt = 0
47 | bus_cascade = cv2.CascadeClassifier(bus_cascade_src)
48 | bus = bus_cascade.detectMultiScale(grey, 1.1, 1)
49 | for (x,y,w,h) in bus:
50 | cv2.rectangle(image_arr,(x,y),(x+w,y+h),(0,255,0),2)
51 | bcnt += 1
52 |
53 | ccnt = 0
54 | if bcnt == 0:
55 | for (x,y,w,h) in cars:
56 | cv2.rectangle(image_arr,(x,y),(x+w,y+h),(255,0,0),2)
57 | ccnt += 1
58 |
59 | img = Image.fromarray(image_arr, 'RGB')
60 | img.save(os.path.join(app.config['INITIAL_FILE_UPLOADS'], name))
61 |
62 | # Returning template, filename, extracted text
63 | result = str(ccnt) + ' cars and ' + str(bcnt) + ' buses found'
64 | return render_template('index.html', full_filename = full_filename, pred = result)
65 |
66 | # Main function
67 | if __name__ == '__main__':
68 | app.run(debug=True)
69 |
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/config.py:
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1 | class Config(object):
2 |
3 | SECRET_KEY = 'pianalytix'
4 |
5 | SESSION_COOKIE_SECURE = True
6 | DEFAULT_THEME = None
7 |
8 | class DevelopmentConfig(Config):
9 | DEBUG = True
10 |
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/readme.md:
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1 | # Step to run application:
2 | ## Step 1:
3 | Create the copy of the project.
4 | ## Step 2:
5 | Open command prompt and change your current path
6 | to folder where you can find 'app.py' file.
7 | ## Step 3:
8 | Create environment by command given below-
9 | conda create -name .
10 | ## Step 4:
11 | Activate environment by command as follows-
12 | conda activate .
13 | ## Step 5:
14 | Use command below to install required dependencies-
15 | python -m pip install -r requirements.txt
16 | ## Step 6:
17 | Run application by command;
18 | python app.py, You will get url copy it and paste in browser.
19 | ## Step 7:
20 | You have sample_data folder where you can get images to test.
21 |
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/requirements.txt:
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1 | opencv-python-headless==4.2.0.32
2 | numpy==1.19.3
3 | Flask==1.1.1
4 | Pillow==8.0.1
5 | gunicorn
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/sample_data/bus.jpg:
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https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/sample_data/bus.jpg
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/sample_data/cars.png:
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https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/sample_data/cars.png
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