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Added Image Recognition Script (#109)

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* Added face recognition script

* Updated README

Co-authored-by: Ayush Bhardwaj <classicayush@gmail.com>
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LOKESH KHURANA 2020-03-18 14:00:11 +05:30 committed by GitHub
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import cv2\n",
"\n",
"face_cascade = cv2.CascadeClassifier(\"haarcascade_frontalface_default.xml\")\n",
"\n",
"img = cv2.imread(\"morgan.jpg\",1)\n",
"\n",
"gray_img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n",
"\n",
"faces = face_cascade.detectMultiScale(gray_img, scaleFactor=1.05, minNeighbors=5)\n",
"\n",
"print(type(faces))\n",
"print(faces)\n",
"\n",
"for x,y,w,h in faces:\n",
" img = cv2.rectangle(img, (x,y), (x+w,y+h), (0,255,0),3)\n",
" \n",
"resize_img = cv2.resize(img, (int(img.shape[1]/2), int(img.shape[0]/2)))\n",
"\n",
"cv2.imshow(\"Gray\",resize_img)\n",
"\n",
"cv2.waitKey(0)\n",
"\n",
"cv2.destroyAllWindow(Gray)"
]
}
],
"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": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

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{\rtf1\ansi\ansicpg1252\cocoartf1671\cocoasubrtf600
{\fonttbl\f0\fswiss\fcharset0 Helvetica;}
{\colortbl;\red255\green255\blue255;}
{\*\expandedcolortbl;;}
\paperw11900\paperh16840\margl1440\margr1440\vieww10800\viewh8400\viewkind0
\pard\tx566\tx1133\tx1700\tx2267\tx2834\tx3401\tx3968\tx4535\tx5102\tx5669\tx6236\tx6803\pardirnatural\partightenfactor0
\f0\fs24 \cf0 # Description\
Code for Face recognition build by using OpenCv-Python. It uses cascade classifier as the database for the recognition which is an xml file.\
\
# Requirements\
Python version 3 and above can be used\
pip install cv2\
\
# Usage \
Can be run easily using terminal or command prompt ( I used Jupyter Notebook for the code)\
Run `python3 image_recognition.ipynb` \
}

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{\rtf1\ansi\ansicpg1252\cocoartf1671\cocoasubrtf600
{\fonttbl\f0\fswiss\fcharset0 Helvetica;}
{\colortbl;\red255\green255\blue255;}
{\*\expandedcolortbl;;}
\paperw11900\paperh16840\margl1440\margr1440\vieww10800\viewh8400\viewkind0
\pard\tx566\tx1133\tx1700\tx2267\tx2834\tx3401\tx3968\tx4535\tx5102\tx5669\tx6236\tx6803\pardirnatural\partightenfactor0
\f0\fs24 \cf0 OpenCV- Python\
Cascade Classifier}

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