mathdatech/Awesome-Python-Scripts
1
0
Fork 0
mirror of https://github.com/hastagAB/Awesome-Python-Scripts.git synced 2024-10-05 20:39:28 +00:00
Code Issues Packages Projects Releases Wiki Activity

Added Image Recognition Script (#109)

Browse Source 
* Added face recognition script

* Updated README

Co-authored-by: Ayush Bhardwaj <classicayush@gmail.com>
This commit is contained in:
LOKESH KHURANA 2020-03-18 14:00:11 +05:30 committed by GitHub
parent 8db1fe82b0
commit e428f6a3fd
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
6 changed files with 33459 additions and 0 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

56
Face_recognition/Image_recognition.ipynb Normal file
View File

@ -0,0 +1,56 @@
{
"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
}

18
Face_recognition/README.md Normal file
View File

@ -0,0 +1,18 @@
{\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` \
}

33314
Face_recognition/haarcascade_frontalface_default.xml Normal file
View File

File diff suppressed because it is too large Load Diff

BIN
Face_recognition/morgan.jpg Normal file
View File

Binary file not shown.
Side by Side

After

Width:  |  Height:  |  Size: 414 KiB

9
Face_recognition/requirements.txt Normal file
View File

@ -0,0 +1,9 @@
{\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}

62
README.md
View File

@ -11,6 +11,68 @@ So far, the following projects have been integrated to this repo:
| Project Name | Contributors |
|--|--|
|[File Encrypt Decrypt](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/file-encrypt-decrypt)|[Aditya Arakeri](https://github.com/adityaarakeri)|
| [Address locator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Location_Of_Adress) | [Chris]() |
| [Automated emails](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/automated_email) | [Suvigya](https://github.com/SuvigyaJain1) |
|[AI chatbot](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Artificial-intelligence_bot) |[umar abdullahi](https://github.com/umarbrowser) |
|[Asymmetric Encryption](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/asymmetric_cryptography) |[victor matheus](https://github.com/victormatheusc) |
|[Bitcoin price GUI](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Bitcoin-Price-GUI) |[Amirul Abu](https://github.com/amirulabu) |
|[Cryptocurrency Converter](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Cryptocurrency-converter) |[AdnCodz](https://github.com/AdnCodez) |
|[Caesar Cipher](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/caeser_cipher) |[epi052](https://github.com/epi052) |
|[Checksum tool](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Checksum) |[Austin Ewens](https://github.com/aewens) |
|[Codechef autosubmitter](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Codechef-Code-Submitter) |[Harshit Mahajan](https://github.com/hmahajan99) |
|[Colored B&W Image Converter](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Color_to_BW_Converter) |[Nitish Srivastava](https://github.com/nitish-iiitd) |
|[Contact 'Leads' Distribution](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Contact-Distribution) |[Tiago Cordeiro](https://github.com/tiagocordeiro) |
|[Cricket Matches web Scraper](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/CricBuzz_Score_Update) |[Divy Ranjan](https://github.com/divyranjan17) |
| [Crypt socket](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Crypt_Socket)|[Willian GL](https://github.com/williangl) |
|[Current City Weather](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Current_City_Weather) |[Jesse Bridge](https://github.com/jessebridge) |
|[Directory organizer](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Directory-organizer) | [Athul P](https://github.com/athulpn) |
|[DOH DIG](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/DOH-Dig/) | [Ryan](https://github.com/awsumco) |
|[Excel Files Merger](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Excel_Files_Merger) | [Andrei N](https://github.com/Andrei-Niculae)|
|[Excel to List](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Excel_to_ListofList) | [Nitish Srivastava](https://github.com/nitish-iiitd)|
|[Extended_ip_address_info](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/extended_ip_address_info) | [hafpaf](https://github.com/hafpaf)|
|[File explorer](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/File-Explorer-Dialog-Box) | [Nikhil Kumar Singh](https://github.com/nikhilkumarsingh)|
|[File Sharing Bot](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/File-Sharing-Bot) | [Darshan Patel](https://github.com/DarshanPatel11)|
|[Flash card quizzer](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Flash-card-Challenge) |[Utkarsh Sharma](https://github.com/Utkarsh1308) |
|[Frammed text generator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/FramedText) | [jcdwalle](https://github.com/jcdwalle)|
|[Gmail Mailing Script](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/mailing) |[mayank-kapur](https://github.com/kapurm17) |
|[Handwrting DNN recognizer](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Handwriting_Recognizer) |[Chris]() |
|[HTML Table to List](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/HTML_Table_to_List) | [Nitish Srivastava](https://github.com/nitish-iiitd)|
|[Image circle formatter](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Image-Circulator) |[Berk Gureken](https://github.com/bureken) |
|[Image To PDF](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/images2pdf)|[msaoudallah](https://github.com/msaoudallah)|
|[Instadp Web Scrapper](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/InstadpShower)|[Psychiquest](https://github.com/psychiquest)|
|[Keylogger](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Keylogger) |[Preet Mishra](https://github.com/preetmishra) |
|[Minecraft Server in background](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Minecraft_server_in_background)|[Max von Forell](https://github.com/mvforell)|
|[Own IP locator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Location_Of_Own_IP_Adress)|[Chris]()|
|[Port Scanner](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Port_Scanner)|[Plutoberth](https://github.com/Plutoberth)|
|[Python Algebra Solver](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Algebra-Solver)|[Sengxay Xayachack](https://github.com/frankxayachack)|
|[Random name generator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Random_Names_Generator)| [Ayush Bhardwaj](https://github.com/hastagAB)|
|[Random Password Generators](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Random_Password_Generator)| [Hafpaf](https://github.com/hafpaf) and [Renderer-RCT2](https://github.com/Renderer-RCT2)|
|[Server Ping](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Ping_Server)|[prince]()|
|[Signature photo to PNG converter](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/signature2png)|[Rodolfo Ferro](https://github.com/RodolfoFerro)|
|[Simple Webpage Parser](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/SimpleWebpageParser)|[Nitish Srivastava](https://github.com/nitish-iiitd)|
|[Slideshare downloader](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Slideshare-Downloader)|[Chris Goes](https://github.com/GhostofGoes)|
|[SMS your location](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/SmsYourLocation)|[prince]()|
|[Squid installer for Ubuntu](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Squid-Proxy-Installer-for-Ubuntu16)|[Berkay Demir]()|
|[Subtitle downloader](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Subtitle-downloader)|[Kaushlendra Pratap](https://github.com/kaushl1998)|
|[Take Screenshot](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Take_screenshot)|[Moad Mohammed Elhebri](https://github.com/moadmmh)|
|[To Do Bot](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/To-Do-Bot) | [Darshan Patel](https://github.com/DarshanPatel11)|
|[Upload Files to S3](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Upload_files_to_s3)|[Jayram Nai](https://github.com/jramnai)|
|[Vinegère Cipher](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/vigenere_cipher)|[victoni](https://github.com/victoni)|
|[Web proxy](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Proxy-Request)|[Nikhil Kumar Singh](https://github.com/nikhilkumarsingh)|
|[Website blocker](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Website-Blocker)|[Ayush Bhardwaj](https://github.com/hastagAB)|
|[Word generator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Word-generator)|[TGLIDE](https://github.com/TGlide)|
|[Work log generator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Work_Log_Generator)|[Maël Pedretti](https://github.com/73VW)|
|[Youtube video downloader](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Youtube_Video_Downloader)|[Christopher He](https://github.com/hecris)|
|[Zabbix API](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/zabbix_api)|[msg4sunny](https://github.com/msg4sunny)|
|[Zip password cracker](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/zip_password_cracker)|[umar abdullahi](https://github.com/umarbrowser)|
|[CLI Calculator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/cli_calculator)|[Willian GL](https://github.com/williangl) |
|[Find PhoneNumber in String](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/Find-PhoneNumber-in-String)|[Austin Zuniga](https://github.com/AustinZuniga)|
|[IMDB TV Series Info Extractor](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/imdb_episode_ratings)|[Yash Raj Sarrof](https://github.com/yashYRS) |
|[Yoda-speak Translator](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/speak_like_yoda)|[sonniki](https://github.com/sonniki) |
|[Medium Article Downloader](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/medium_article_downloader)|[coolsonu39](https://github.com/coolsonu39)|
|[Face Recognition](https://github.com/hastagAB/Awesome-Python-Scripts/tree/master/image_recognition)|[LOKESH KHURANA](https://github.com/theluvvkhurana)|
|[File Encrypt Decrypt](file-encrypt-decrypt)|[Aditya Arakeri](https://github.com/adityaarakeri)|
| [Address locator](Location_Of_Adress) | [Chris]() |
| [Automated emails](automated_email) | [Suvigya](https://github.com/SuvigyaJain1) |