Why should you consider AI computer vision services?

In order to develop an effective digital product, it is necessary to understand and find a way to answer users’ needs.

According to them, we implement the right high-tech solution which will boost the efficiency of processes as well as user experience.

To ensure a successful implementation you need to cooperate with a trusted partner, experienced, and strict in following reliable methods.

At Addepto, we offer computer vision services that perfectly match the unique needs of our clients. Open your business to new, high-tech opportunities.

About computer vision services

A short guide to applying Computer Vision services

If Artificial Intelligence mimics the human way of thinking, computer vision solutions replicate the complexity of the human vision system. That is the most straightforward way of explaining computer vision, but let’s dive deeper to get a more technical-oriented explanation of the term.

Computer vision (CV) is an artificial intelligence-based technology that allows computers to observe the world, and derive meaningful information from digital images, videos, and other visual inputs.

Thanks to computer vision AI algorithms, computer vision can understand the context visual objects appear, accurately identify and classify them, and react to what they “see.” Thus, by analyzing visual data, this innovation can almost perfectly understand a particular situation and, without missing any factors, find the best solutions or suggest the most reasonable actions.

Computer vision is used in various industries- from energy and utilities to manufacturing, and automotive – and the market is continuing to grow. It is expected to reach USD 48.6 billion by 2022.

However, to be helpful in business, computer vision solutions need lots of data to self-train. They analyze data repeatedly, learning to discern distinctions and ultimately recognize images. How is it possible? Two essential technologies are used to accomplish this: a subset of machine learning called deep learning and a convolutional neural network (CNN).

If computer vision applications “digest” enough data, they will learn to distinguish one image from another even better than a human can.

Fast image processing

Polish retailer owns thousands of pictures of product labels. Our task was to automatically find the place where the ingredients are written and transform the images into text.

Our Solution

We used a modified VGG16 convolutional neural network to find boxes containing ingredients information – as similar to ground truth boxes as possible (91% accuracy). The extracted boxes were used in Google OCR to extract text data.

After extracting the text data, we processed the text using NLP techniques and categorized the product. The algorithm has been integrated with the mobile application.

Benefits

Our solution processes images much faster than it is possible manually, helping people choose the right food to eat if someone has allergies. Moreover, it examines if the product changes over time.

Demographic analysis

An influencer marketing platform wanted to create a solution for demographic analysis of influencer recipients. Additional functions and deeper analysis of the audience were needed. Financial factors were also important, the solution should be more cost-effective than a 3rd party vendor.

Our Solution

Addepto has developed a machine learning solution that extracts and processes data from various social media sources using Big Data techniques.

With the help of Machine learning models solutions automatically extract knowledge from text and images age, family status, personal income, ethnicity, occupation, interests, brands, sentiment.

For computer vision was used deep neural network object detector such as SSD and YOLO trained on a large corpus of manually labeled data (81% accuracy for gender recognition).

Benefits

The solution helped the company to flexibly manage the analysis of influential audiences, obtain more precise results, and reduce overall costs. In the long run, our solution may enable a company to gain a competitive advantage.