Python program that screenshots page, returns coordinates of banner / video ads

I want a program written in Python that takes a screenshot of a webpage, and can return the location of banner and video ads on a page as a list of (x,y) coordinates or one singular coordinate.

In img-1

would return: [(916, 392), (927, 988)]

Where the first tuple is the 728x90 banner at the top of the page, and the second tuple is the longer, skinny bar at the bottom of the page.

The second image (img-2) would return: (1574, 818) to ID the 300x250 banner in the lower-left area of the screen.

The third image (img-3) would return three tuples in a list: [(1136, 763), (353, 698), (933, 288)]

--one for the video ad in the center, and two for the banners.

If no banner is found, then it should return a string saying "no banner found."

The program should work on all websites, not just the WSJ. So there will have to be some level of machine learning component to train a model to identify all of the banners / videos. This should also take into account banners that are not fully on the screen--meaning the images won't always be the perfect ad sizes.

The task will require you to use some combination of sklearn, keras, tensorflow, numpy, opencv and whatever other libraries you think would work best.

The final deliverable will be a working program that I can deploy in a production environment--likely set up in a github repo. I don't pay for programs that I haven't run and extensively bug tested, and I expect you to test it before sending it into me.

I have a lot of work along this front, so if you do a good job, there will be more jobs after this.

I look forward to working with you.

Skills: Keras, Machine Learning, OpenCV, Python, Tensorflow

See more: program refresh page provide alert, program refreshes page lot, python read web page, youtube trueview creative specs, ads that play in the beginning end or in middle of youtube videos are known as, instream video specs, youtube ads unlisted, ads that play in the beginning, end or in mid of youtube videos are called, ads that play in the beginning end or in mid of youtube videos are in stream ads, in banner video example, in stream creative, hi5 program someones page friend, python snapshot web page, python crawl web page, help writing python program enter payroll information, python creating screenshots, best graphic program web page mockup, autoship program preferences page, python program extract info website, program refreshes page alerts

About the Employer:
( 20 reviews ) San Diego, United States

Project ID: #18988026

Awarded to:


I am Machine Learning, Deep Learning, Computer Vision expert and working in these fields from the past 3 years. The major field in which I have worked including: Deep Learning Machine Learning, Digital Image Proces More

$600 USD in 10 days
(27 Reviews)

22 freelancers are bidding on average $518 for this job


Hello, I've looked through all the requirements and tasks and I'm sure I can help you. I'm a professional Python developer with more than 7 years of track record. I've built hundreds of scripts. I have significant More

$750 USD in 5 days
(17 Reviews)

Dear client, Thanks a lot for taking your precious time to read my message. After browsing your job description, I am very interested in your project and I believe I’m qualified for the task. Regarding Op More

$750 USD in 10 days
(39 Reviews)

-Interested Job. Pro Keras, Machine Learning, OpenCV, Python, Tensorflow expert. Best result in time----- [login to view URL] I read your description very carefully. I am very interesting for your project because I have ric More

$750 USD in 10 days
(58 Reviews)

-Professional Machine Learning, OpenCV, Python, Tensorflow expert ! Best Result in Time!------------------------------ Hello sir. I've really rich experience for your project, so your project is very interesting to More

$500 USD in 5 days
(32 Reviews)

Hi there, I have checked the details I have great experience with Keras, Machine Learning, OpenCV, Python, Tensorflow. Please start the chat so we can discuss this job more in detail. Thanks

$555 USD in 10 days
(2 Reviews)

*** Python *** Hi I have read your project description very carefully so I am confidence to complete your project I have finished lots of such projects successfully. I am an experienced and skillful python devel More

$250 USD in 3 days
(21 Reviews)

Hello, dear! I am interested in your project. I have extensive experience in image processing and computer vision such as feature extraction, segmentation, classification, object detection, image recognition, real ti More

$500 USD in 10 days
(8 Reviews)

Hi !! Nice to E-meet you We have a team of experienced python, django developers. We have developed a sophisticated trading platform ([login to view URL]) using python, django, postgresql. Also built a number More

$600 USD in 10 days
(16 Reviews)

Hello, dear! Welcome to visit my profile. I just checked your project description in detail. My top skills are Mathematics, Algorithm, Control system, Computer Vision, Digital Image Processing and software engineeri More

$500 USD in 10 days
(5 Reviews)

I can do this. I'm Uk based and English native. Fully qualified in all blockchain development technologies, web crawler technologies and nodejs, also an early crypto investor. We are the owners and developers o More

$555 USD in 10 days
(1 Review)

Hello, I am a python django developer. Please view my profile, look at the samples and notice my certifications. I require a small milestone to be created as well as complete specifications sent before i can do a More

$388 USD in 7 days
(10 Reviews)

Hello there, Have a nice day ! We are a small but excellent team of designer and developer. If you will hire us then I am damn sure that you will be fully satisfied with my expertise. I have more than 6+ years o More

$625 USD in 3 days
(1 Review)

Thanks for your posting! I am a image processing expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot OCR projects by Java, Android, c#, C++, python and etc. (car number pl More

$300 USD in 3 days
(1 Review)

Thanks for your job posting! I am a C++ & python Developer with full experience. I have developed a lot image processing projects (car number plate detect and recognition, capcha recognition(ocr), symbol recognitio More

$500 USD in 10 days
(2 Reviews)

Hello, I am expert in Djnago,Python and JS like Angular, i am working in Djnago from last 5 years , please share some detail about the project. i am full stack Python/Django individual developer having mix experienc More

$555 USD in 10 days
(1 Review)

Hello I am a Software Engineer. I specialize to do image processing projects such as Image Segmentation, Face Recognition, Object Detect(Track) and etc. I sincerely hope this project would be first step in long ter More

$300 USD in 10 days
(1 Review)

Dear Patron, Greetings for the day & hope you will find this message in the best of your health & spirit. I am having more than 16 years of rich & diversified experience in service industry & IT domain and direct More

$250 USD in 2 days
(0 Reviews)

As per our reviews, our Technical Expert profile LinkedIn Dr. Manoj Chaudhary working domain of PYTHON from past 8 years) makes us " A right fit for You " Our further expertise team makes us strong candidates for Your More

$655 USD in 7 days
(0 Reviews)

I represent a team of talented and experienced machine learning engineers, data scientists, artificial intelligence and computer vision specialists. All of them have solid skills to work with variety of projects. We ca More

$700 USD in 10 days
(0 Reviews)

Hey, I have more than 5 years in opencv and python. You can discuss the details with me, and see whether I can help. Welcome to contact me!

$250 USD in 10 days
(0 Reviews)