├── altify ├── __init__.py └── altify ├── MANIFEST ├── altify.egg-info ├── dependency_links.txt ├── top_level.txt ├── requires.txt ├── SOURCES.txt └── PKG-INFO ├── images ├── cat.jpg ├── gif.gif ├── pic.png ├── lady.jpg ├── lake.jpg ├── piano.jpg └── animal.jpg ├── setup.py ├── .gitignore ├── README.rst └── LICENSE.txt /altify/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /MANIFEST: -------------------------------------------------------------------------------- 1 | include *.rst *.txt *.md LICENSE -------------------------------------------------------------------------------- /altify.egg-info/dependency_links.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /altify.egg-info/top_level.txt: -------------------------------------------------------------------------------- 1 | altify 2 | -------------------------------------------------------------------------------- /altify.egg-info/requires.txt: -------------------------------------------------------------------------------- 1 | beautifulsoup4 2 | html5lib 3 | -------------------------------------------------------------------------------- /images/cat.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/cat.jpg -------------------------------------------------------------------------------- /images/gif.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/gif.gif -------------------------------------------------------------------------------- /images/pic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/pic.png -------------------------------------------------------------------------------- /images/lady.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/lady.jpg -------------------------------------------------------------------------------- /images/lake.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/lake.jpg -------------------------------------------------------------------------------- /images/piano.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/piano.jpg -------------------------------------------------------------------------------- /images/animal.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ParhamP/altify/HEAD/images/animal.jpg -------------------------------------------------------------------------------- /altify.egg-info/SOURCES.txt: -------------------------------------------------------------------------------- 1 | README.rst 2 | setup.py 3 | altify/__init__.py 4 | altify/altify 5 | altify.egg-info/PKG-INFO 6 | altify.egg-info/SOURCES.txt 7 | altify.egg-info/dependency_links.txt 8 | altify.egg-info/requires.txt 9 | altify.egg-info/top_level.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | from setuptools import setup 2 | 3 | with open("README.rst", "rb") as f: 4 | long_description = f.read() 5 | 6 | setup( 7 | name = 'altify', 8 | packages=['altify'], 9 | version = '4.2', 10 | scripts=['altify/altify'], 11 | description = "Uses deep learning to caption img tags within a web page and fills out their alt attribute with the related caption", 12 | long_description=long_description, 13 | author = 'Parham Pourdavood', 14 | author_email = 'ppourdavood@gmail.com', 15 | url = 'https://github.com/parhamp/altify', 16 | download_url = 'https://github.com/parhamp/altify/tarball/3.3', 17 | keywords = ['alt', 'caption', 'images', 'deep learning'], # arbitrary keywords 18 | classifiers = [], 19 | install_requires = ['beautifulsoup4', 'html5lib'], 20 | license="Apache-2.0" 21 | ) 22 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | altify.egg-info 3 | # Byte-compiled / optimized / DLL files 4 | __pycache__/ 5 | *.py[cod] 6 | *$py.class 7 | 8 | # C extensions 9 | *.so 10 | 11 | # Distribution / packaging 12 | .Python 13 | env/ 14 | build/ 15 | develop-eggs/ 16 | dist/ 17 | downloads/ 18 | eggs/ 19 | .eggs/ 20 | lib/ 21 | lib64/ 22 | parts/ 23 | sdist/ 24 | var/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .coverage 43 | .coverage.* 44 | .cache 45 | nosetests.xml 46 | coverage.xml 47 | *,cover 48 | .hypothesis/ 49 | 50 | # Translations 51 | *.mo 52 | *.pot 53 | 54 | # Django stuff: 55 | *.log 56 | local_settings.py 57 | 58 | # Flask stuff: 59 | instance/ 60 | .webassets-cache 61 | 62 | # Scrapy stuff: 63 | .scrapy 64 | 65 | # Sphinx documentation 66 | docs/_build/ 67 | 68 | # PyBuilder 69 | target/ 70 | 71 | # IPython Notebook 72 | .ipynb_checkpoints 73 | 74 | # pyenv 75 | .python-version 76 | 77 | # celery beat schedule file 78 | celerybeat-schedule 79 | 80 | # dotenv 81 | .env 82 | 83 | # virtualenv 84 | venv/ 85 | ENV/ 86 | 87 | # Spyder project settings 88 | .spyderproject 89 | 90 | # Rope project settings 91 | .ropeproject -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- 1 | Altify 2 | ====== 3 | 4 | .. image:: https://github.com/ParhamP/altify/blob/master/images/gif.gif?raw=true 5 | 6 | Altify automizes the task of inserting alternative text attributes for 7 | image tags. Altify uses Microsoft Computer Vision API's deep learning 8 | algorithms to caption images in an HTML file and returns a new HTML file 9 | in which alt attributes are filled out with their corresponding 10 | captions. 11 | 12 | Notice: Altify will now ignore any image tag whose alt attribute has 13 | content or is just an empty string. (In compliance with standard web 14 | practices) 15 | 16 | Dependencies 17 | ------------ 18 | 19 | - Python 2.7 20 | - BeautifulSoup 21 | 22 | Install and Use 23 | --------------- 24 | 25 | 1) Get a Microsoft API Key for Free 26 | +++++++++++++++++++++++++++++++++++ 27 | 28 | https://www.microsoft.com/cognitive-services/en-us/sign-up. 29 | 30 | 2) Install via pip 31 | ++++++++++++++++++ 32 | 33 | Open up terminal and enter: ``pip install altify`` 34 | 35 | 3) Use 36 | ++++++ 37 | 38 | ``altify path_to_your_html api_key`` 39 | 40 | 4) Enjoy! 41 | +++++++++ 42 | 43 | A new HTML file called altify.html is created next to the HTML file you 44 | selected. 45 | 46 | 47 | Captioned Images Samples 48 | ------------------------ 49 | 50 | .. image:: https://github.com/ParhamP/altify/blob/master/images/pic.png?raw=true 51 | 52 | Donald Trump wearing a suit and tie 53 | 54 | .. image:: https://github.com/ParhamP/altify/blob/master/images/piano.jpg?raw=true 55 | 56 | A piano keyboard 57 | 58 | .. image:: https://github.com/ParhamP/altify/blob/master/images/animal.jpg?raw=true 59 | 60 | A squirrel eating 61 | 62 | .. image:: https://github.com/ParhamP/altify/blob/master/images/cat.jpg?raw=true 63 | 64 | A close up of a cat looking at the camera 65 | 66 | .. image:: https://github.com/ParhamP/altify/blob/master/images/lady.jpg?raw=true 67 | 68 | A woman wearing a red hat 69 | 70 | .. image:: https://github.com/ParhamP/altify/blob/master/images/lake.jpg?raw=true 71 | 72 | A small boat in a lake surrounded by mountains 73 | 74 | Author 75 | ------ 76 | Parham Pourdavood 77 | 78 | Disclaimer 79 | ---------- 80 | 81 | Humans are currently better at captioning images than machines. Use 82 | responsibly! 83 | -------------------------------------------------------------------------------- /altify.egg-info/PKG-INFO: -------------------------------------------------------------------------------- 1 | Metadata-Version: 1.1 2 | Name: altify 3 | Version: 4.2 4 | Summary: Uses deep learning to caption img tags within a web page and fills out their alt attribute with the related caption 5 | Home-page: https://github.com/parhamp/altify 6 | Author: Parham Pourdavood 7 | Author-email: ppourdavood@gmail.com 8 | License: Apache-2.0 9 | Download-URL: https://github.com/parhamp/altify/tarball/3.3 10 | Description: Altify 11 | ====== 12 | 13 | .. image:: https://github.com/ParhamP/altify/blob/master/images/gif.gif?raw=true 14 | 15 | Altify automizes the task of inserting alternative text attributes for 16 | image tags. Altify uses Microsoft Computer Vision API's deep learning 17 | algorithms to caption images in an HTML file and returns a new HTML file 18 | in which alt attributes are filled out with their corresponding 19 | captions. 20 | 21 | Notice: Altify will now ignore any image tag whose alt attribute has 22 | content or is just an empty string. (In compliance with standard web 23 | practices) 24 | 25 | Dependencies 26 | ------------ 27 | 28 | - Python 2.7 29 | - BeautifulSoup 30 | 31 | Install and Usage (Latest Version) 32 | ---------------------------------- 33 | 34 | 1) Get a Microsoft API Key for Free 35 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 36 | 37 | https://www.microsoft.com/cognitive-services/en-us/sign-up. 38 | 39 | 2) Install via pip 40 | ~~~~~~~~~~~~~~~~~~ 41 | 42 | Open up terminal and enter: ``pip install altify`` 43 | 44 | 3) Use 45 | ~~~~~~ 46 | 47 | ``altify path_to_your_html api_key`` 48 | 49 | 4) Enjoy! 50 | ~~~~~~~~~ 51 | 52 | A new HTML file called altify.html is created next to the HTML file you 53 | selected. 54 | 55 | How It was Built 56 | ---------------- 57 | 58 | 1. Parses the html using BeautifulSoup. 59 | 2. Finds all the image tags. 60 | 3. Sends a request to Microsoft's API to caption. 61 | 4. Fills out the alt attributes for all the images. 62 | 5. Writes an edited HTML file next to the file you selected. 63 | 64 | Captioned Images Samples 65 | ------------------------ 66 | 67 | .. image:: https://github.com/ParhamP/altify/blob/master/images/pic.png?raw=true 68 | 69 | Donald Trump wearing a suit and tie 70 | 71 | .. image:: https://github.com/ParhamP/altify/blob/master/images/piano.jpg?raw=true 72 | 73 | A piano keyboard 74 | 75 | .. image:: https://github.com/ParhamP/altify/blob/master/images/animal.jpg?raw=true 76 | 77 | A squirrel eating 78 | 79 | .. image:: https://github.com/ParhamP/altify/blob/master/images/cat.jpg?raw=true 80 | 81 | A close up of a cat looking at the camera 82 | 83 | .. image:: https://github.com/ParhamP/altify/blob/master/images/lady.jpg?raw=true 84 | 85 | A woman wearing a red hat 86 | 87 | .. image:: https://github.com/ParhamP/altify/blob/master/images/lake.jpg?raw=true 88 | 89 | A small boat in a lake surrounded by mountains 90 | 91 | Disclaimer 92 | ---------- 93 | 94 | Humans are currently better at captioning images than machines. Use 95 | responsibly! 96 | 97 | Keywords: alt,caption,images,deep learning 98 | Platform: UNKNOWN 99 | -------------------------------------------------------------------------------- /altify/altify: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | """ 4 | Copyright 2016 Parham Pourdavood 5 | 6 | Licensed under the Apache License, Version 2.0 (the "License"); 7 | you may not use this file except in compliance with the License. 8 | You may obtain a copy of the License at 9 | 10 | http://www.apache.org/licenses/LICENSE-2.0 11 | 12 | Unless required by applicable law or agreed to in writing, software 13 | distributed under the License is distributed on an "AS IS" BASIS, 14 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | See the License for the specific language governing permissions and 16 | limitations under the License. 17 | """ 18 | 19 | import httplib 20 | import urllib 21 | import ast 22 | import json 23 | import urlparse 24 | import os 25 | import argparse 26 | from bs4 import BeautifulSoup 27 | 28 | 29 | def is_url(url): 30 | """ 31 | check to see if the address is a URL or a local path and returns True if 32 | it is and Fale if it is a local file. 33 | 34 | parameters 35 | ---------- 36 | url: str 37 | 38 | returns 39 | ------- 40 | - Bool 41 | """ 42 | return urlparse.urlparse(url).scheme != "" 43 | 44 | 45 | def caption(image_file, api_key, html_file): 46 | """ 47 | It takes an image URL and an API key to send a request to 48 | Microsoft Computer Vision API 49 | and returns a caption(string) for the image. 50 | 51 | Parameters 52 | ---------- 53 | image_src: str 54 | api_key: str 55 | Microsoft's api_key 56 | html_file Abs path to html_file 57 | 58 | Returns 59 | ------- 60 | captioned_data: str 61 | """ 62 | if is_url(image_file) is False: 63 | headers = { 64 | # Request headers 65 | 'Content-Type': 'application/octet-stream', 66 | 'Ocp-Apim-Subscription-Key': api_key, 67 | } 68 | else: 69 | headers = { 70 | # Request headers 71 | 'Content-Type': 'application/json', 72 | 'Ocp-Apim-Subscription-Key': api_key, 73 | } 74 | params = urllib.urlencode({ 75 | # Request parameters 76 | 'maxCandidates': '1', 77 | }) 78 | 79 | # Data is the data that takes the image source. It is converted to str 80 | # using a json method 81 | if is_url(image_file): 82 | data = json.dumps({"Url": image_file}, separators=(',', ':')) 83 | else: 84 | if os.path.isabs(image_file): 85 | with open(image_file, 'rb') as f: 86 | data = f.read() 87 | else: 88 | # If the image's path is relative we will find its absolute path 89 | # by joining it to the html_file's abs path. 90 | dir_path = os.path.dirname(os.path.realpath(html_file)) 91 | image_file = os.path.join(dir_path, image_file) 92 | with open(image_file, 'rb') as f: 93 | data = f.read() 94 | try: 95 | conn = httplib.HTTPSConnection('api.projectoxford.ai') 96 | conn.request("POST", "/vision/v1.0/describe?%s" % 97 | params, data, headers) 98 | response = conn.getresponse() 99 | data = ast.literal_eval(response.read()) 100 | # Captioned_data is a JSON that we need to navigate in order to get to 101 | # the caption text. 102 | captioned_data = data['description']['captions'][0]["text"] 103 | return(captioned_data) 104 | conn.close() 105 | except Exception: 106 | print("API call to Microsoft was not successful") 107 | 108 | 109 | def apply(html_file, api_key): 110 | 111 | """ 112 | It takes an html file and creates a new html file in 113 | which all the alt attribute of img tags 114 | are filled out with their related caption. (made by caption 115 | function in caption module) 116 | 117 | parameters 118 | ---------- 119 | html_file: HTML 120 | api_key: str 121 | Microsoft's api_key 122 | """ 123 | 124 | with open(html_file) as f: 125 | html_data = f.read() 126 | 127 | # Using a third party library called beautifulSoup for parse and 128 | # manipulate HTML DOM 129 | 130 | parsed_html = BeautifulSoup(html_data, 'html5lib') 131 | 132 | # Assign all the image tags to img_tages 133 | 134 | img_tags = parsed_html.find_all('img') 135 | 136 | # Goes over each img tag and see if its alt attribute has a value. 137 | # If it doesn't, it will fill out the alt with the corresponding caption 138 | # for the image. 139 | 140 | for each_image in img_tags: 141 | value = each_image.get("alt") 142 | 143 | # It only fills out the image tags that don't have the alt attribute 144 | if value is None: 145 | each_image["alt"] = caption(each_image["src"], api_key, html_file) 146 | 147 | res = 0 148 | 149 | # Use this loop to see if a file with the same name exits. If it does, add 150 | # a suffix. 151 | while os.path.exists(os.path.dirname(html_file) + 152 | "/altify" + str(res) + ".html"): 153 | res += 1 154 | 155 | # Set the output file next to the HTML file 156 | output_file = open(os.path.dirname(html_file) + 157 | "/altify" + str(res) + ".html", 'a') 158 | output_file.write(parsed_html.prettify().encode('utf-8')) 159 | print("Success! Your new HTML was created at: " + 160 | os.path.dirname(html_file) + "/altify" + str(res) + ".html") 161 | 162 | 163 | def argParser(): 164 | parser = argparse.ArgumentParser() 165 | parser.add_argument("html", help="The path to youe html file", 166 | type=str) 167 | parser.add_argument("key", help="Microsoft Cognitive Services Key", 168 | type=str) 169 | args = parser.parse_args() 170 | try: 171 | apply(args.html, args.key) 172 | except ValueError: 173 | print("Failed to connect to server: Please try again!") 174 | 175 | 176 | if __name__ == '__main__': 177 | argParser() 178 | -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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