├── .gitignore ├── README.md ├── dataset.txt ├── dataset ├── 00000000.jpg ├── 00000001.jpg ├── 00000002.jpg ├── 00000003.jpg ├── 00000005.jpg ├── 00000006.jpg ├── 00000007.jpg ├── 00000008.jpg ├── 00000009.jpg ├── 00000014.jpg ├── 00000015.jpg ├── 00000016.jpg ├── 00000017.jpg ├── 00000018.jpg ├── 00000019.jpg ├── 00000020.jpg ├── 00000021.jpg ├── 00000022.jpg ├── 00000023.jpg ├── 00000024.jpg ├── 00000025.jpg ├── 00000026.jpg ├── 00000027.jpg ├── 00000028.jpg ├── 00000029.jpg ├── 00000030.jpg ├── 00000031.jpg ├── 00000032.jpg ├── 00000033.jpg ├── 00000034.jpg ├── 00000035.jpg ├── 00000036.jpg ├── 00000037.jpg ├── 00000038.jpg ├── 00000039.jpg ├── 00000040.jpg ├── 00000041.jpg ├── 00000042.jpg ├── 00000043.jpg ├── 00000044.jpg ├── 00000045.jpg ├── 00000046.jpg ├── 00000047.jpg ├── 00000048.jpg ├── 00000049.jpg ├── 00000050.jpg ├── 00000051.jpg ├── 00000052.jpg ├── 00000053.jpg ├── 00000054.jpg ├── 00000055.jpg ├── 00000056.jpg ├── 00000057.jpg ├── 00000058.jpg ├── 00000059.jpg ├── 00000060.jpg ├── 00000061.jpg ├── 00000062.jpg ├── 00000063.jpg ├── 00000064.jpg ├── 00000065.jpg ├── 00000066.jpg ├── 00000067.jpg ├── 00000068.jpg ├── 00000069.jpg ├── 00000070.jpg ├── 00000071.jpg ├── 00000072.jpg ├── 00000073.jpg └── 00000074.jpg ├── image-downloader2.py ├── js_code.js ├── requirements.txt └── urls.txt /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |
2 |

3 |
Google Images Scraper 7 |

8 |
9 |

10 | 16 | 22 |

23 | 24 | ## Description 25 | A simple tools to scrape data from Google Images for computer vision task 26 | 27 | ## Installation 28 | ```bash 29 | # Python version 3.7.9 or newer 30 | $ git clone https://github.com/algonacci/google_images_scraper.git 31 | $ pip install -r requirements.txt 32 | ``` 33 | 34 | ## Usage 35 | - Make a folder named `dataset` in the project directory 36 | - Copy all inside the `js_code.js` 37 | - Search for a keyword in Google Images, and scroll down as much as you want 38 | - Press `F12` in your keyboard 39 | - Paste in the console log, then hit enter 40 | - It will download `urls.txt` which contains all the scraped image's urls 41 | - Copy that `urls.txt` into the project directory 42 | - Open terminal and run `python image-downloader2.py -u urls.txt -o dataset` 43 | - Hit enter and wait till all images are scraped 44 | 45 | ## License 46 | [MIT LICENSE](./LICENSE) 47 | 48 | © Developed by [algonacci](https://github.com/algonacci) 49 | 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file containing image URLs") 12 | ap.add_argument("-o", "--output", required=True, 13 | help="path to output directory of images") 14 | ap.add_argument("-s", "--start", required=False, 15 | help="First number to start at", 16 | default=0) 17 | ap.add_argument("-v", "--verbose", required=False, 18 | help="Print information as we go", 19 | action="store_true", default=False) 20 | 21 | 22 | # grab the list of URLs from the input file, then initialize the 23 | def read_url_list(filename): 24 | return open(filename).read().strip().split("\n") 25 | 26 | 27 | # generator to read URLs and return data 28 | def read_urls(urls, is_verbose=False): 29 | for url in urls: 30 | try: 31 | # try to download the image 32 | if is_verbose: 33 | print("Downloading {}".format(url)) 34 | r = requests.get(url, timeout=60) 35 | yield ((url, r.content)) 36 | except requests.exceptions.RequestException as e: 37 | print("Error downloading {} : {}".format(url, e)) 38 | 39 | 40 | # test if files are image data that OpenCV can read 41 | def return_images(file_contents, is_verbose=False): 42 | for url, data in file_contents: 43 | try: 44 | # convert to numpy array that OpenCV can read 45 | nparr = np.fromstring(data, np.uint8) 46 | # attempt to decode data as image 47 | img_cv = cv2.imdecode(nparr, cv2.IMREAD_COLOR) 48 | if img_cv is None: 49 | if is_verbose: 50 | print("Skipping {} - not an image".format(url)) 51 | else: 52 | # return the image 53 | yield ((url, img_cv)) 54 | except Exception as err: 55 | if is_verbose: 56 | print("Error parsing {} : {}".format(url, err)) 57 | 58 | 59 | def write_images(images, output_dir, start=0, is_verbose=False): 60 | file_num = start 61 | for url, image in images: 62 | p = os.path.sep.join( 63 | [output_dir, "{}.jpg".format(str(file_num).zfill(8))]) 64 | cv2.imwrite(p, image) 65 | file_num += 1 66 | if is_verbose: 67 | print("{} <- {}".format(p, url)) 68 | 69 | 70 | if __name__ == "__main__": 71 | args = vars(ap.parse_args()) 72 | output_dir = args["output"] 73 | is_verbose = args["verbose"] 74 | start = int(args["start"]) 75 | 76 | urls = read_url_list(args["urls"]) 77 | url_data = read_urls(urls, is_verbose) 78 | images = return_images(url_data, is_verbose) 79 | write_images(images, output_dir, start, is_verbose) 80 | -------------------------------------------------------------------------------- /js_code.js: -------------------------------------------------------------------------------- 1 | /** 2 | * simulate a right-click event so we can grab the image URL using the 3 | * context menu alleviating the need to navigate to another page 4 | * 5 | * 6 | * @param {object} element DOM Element 7 | * 8 | * @return {void} 9 | */ 10 | function simulateRightClick(element) { 11 | var event1 = new MouseEvent("mousedown", { 12 | bubbles: true, 13 | cancelable: false, 14 | view: window, 15 | button: 2, 16 | buttons: 2, 17 | clientX: element.getBoundingClientRect().x, 18 | clientY: element.getBoundingClientRect().y, 19 | }); 20 | element.dispatchEvent(event1); 21 | var event2 = new MouseEvent("mouseup", { 22 | bubbles: true, 23 | cancelable: false, 24 | view: window, 25 | button: 2, 26 | buttons: 0, 27 | clientX: element.getBoundingClientRect().x, 28 | clientY: element.getBoundingClientRect().y, 29 | }); 30 | element.dispatchEvent(event2); 31 | var event3 = new MouseEvent("contextmenu", { 32 | bubbles: true, 33 | cancelable: false, 34 | view: window, 35 | button: 2, 36 | buttons: 0, 37 | clientX: element.getBoundingClientRect().x, 38 | clientY: element.getBoundingClientRect().y, 39 | }); 40 | element.dispatchEvent(event3); 41 | } 42 | 43 | /** 44 | * grabs a URL Parameter from a query string because Google Images 45 | * stores the full image URL in a query parameter 46 | * 47 | * @param {string} queryString The Query String 48 | * @param {string} key The key to grab a value for 49 | * 50 | * @return {string} value 51 | */ 52 | function getURLParam(queryString, key) { 53 | var vars = queryString.replace(/^\?/, "").split("&"); 54 | for (let i = 0; i < vars.length; i++) { 55 | let pair = vars[i].split("="); 56 | if (pair[0] == key) { 57 | return pair[1]; 58 | } 59 | } 60 | return false; 61 | } 62 | 63 | /** 64 | * Generate and automatically download a txt file from the URL contents 65 | * 66 | * @param {string} contents The contents to download 67 | * 68 | * @return {void} 69 | */ 70 | function createDownload(contents) { 71 | var hiddenElement = document.createElement("a"); 72 | hiddenElement.href = "data:attachment/text," + encodeURI(contents); 73 | hiddenElement.target = "_blank"; 74 | hiddenElement.download = "urls.txt"; 75 | hiddenElement.click(); 76 | } 77 | 78 | /** 79 | * grab all URLs va a Promise that resolves once all URLs have been 80 | * acquired 81 | * 82 | * @return {object} Promise object 83 | */ 84 | function grabUrls() { 85 | var urls = []; 86 | return new Promise(function (resolve, reject) { 87 | var count = document.querySelectorAll(".isv-r a:first-of-type").length, 88 | index = 0; 89 | Array.prototype.forEach.call( 90 | document.querySelectorAll(".isv-r a:first-of-type"), 91 | function (element) { 92 | // using the right click menu Google will generate the 93 | // full-size URL; won't work in Internet Explorer 94 | // (http://pyimg.co/byukr) 95 | simulateRightClick(element.querySelector(":scope img")); 96 | // Wait for it to appear on the element 97 | var interval = setInterval(function () { 98 | if (element.href.trim() !== "") { 99 | clearInterval(interval); 100 | // extract the full-size version of the image 101 | let googleUrl = element.href.replace(/.*(\?)/, "$1"), 102 | fullImageUrl = decodeURIComponent( 103 | getURLParam(googleUrl, "imgurl") 104 | ); 105 | if (fullImageUrl !== "false") { 106 | urls.push(fullImageUrl); 107 | } 108 | // sometimes the URL returns a "false" string and 109 | // we still want to count those so our Promise 110 | // resolves 111 | index++; 112 | if (index == count - 1) { 113 | resolve(urls); 114 | } 115 | } 116 | }, 10); 117 | } 118 | ); 119 | }); 120 | } 121 | 122 | /** 123 | * Call the main function to grab the URLs and initiate the download 124 | */ 125 | grabUrls().then(function (urls) { 126 | urls = urls.join("\n"); 127 | createDownload(urls); 128 | }); 129 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | certifi==2022.5.18.1 2 | charset-normalizer==2.0.12 3 | idna==3.3 4 | imutils==0.5.4 5 | numpy==1.22.4 6 | opencv-python==4.5.5.64 7 | requests==2.27.1 8 | urllib3==1.26.9 9 | -------------------------------------------------------------------------------- /urls.txt: -------------------------------------------------------------------------------- 1 | https://cdn-prod.medicalnewstoday.com/content/images/articles/321/321090/close-up-of-a-womans-oily-skin.jpg 2 | https://cdn-tp3.mozu.com/30113-m1/cms/files/176653e9-baa4-4f91-9f3b-60ba9765e22d 3 | 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