They might not be as versatile, but they are very low cost compared to the unaffordable professional ones.
These three digital social innovations can potentially improve health for thousands of people.
Such inventions rarely make it to the headlines, but they show how digital social innovations can have greater results if human problems are put at the center of the innovation.
Because the best innovation happens under constraints when one has little resources available and has to find a solution that still works greatly.
In fact, many enterprises have large volumes of binary data that are not used to their full potential because of the inherent complexity of ingesting and processing such data.
Here are a few examples of how one might work with binary data : Of course, there are many other use cases.The advances seen in the Image Net competition showed the world what was possible, and also harkened the rise of convolutional neural networks as the method of choice in computer vision.Convolutional neural networks have the ability to learn location invariant features automatically by leveraging a network architecture that learns image features, as opposed to having them hand-engineered (as in traditional engineering).It is an intelligent chatbot that interviews people that may feel a pain or have a health related issue and want to find out the source of the problem.In a step-by-step interview the chatbot attempts to diagnose the potential causes of the pain.We’re seeing applications of computer vision across the spectrum of the enterprise: In insurance, we see companies such as Orbital Insights analyzing satellite imagery to count cars and oil tank levels automatically to predict such things as mall sales and oil production, respectively.We are also seeing insurance companies leveraging computer vision to analyze the damage on assets under policy to better decide whom should be offered coverage.Asem Hasna, a refugee from Syria, who lost himself his lower leg in the war, founded Refugee Open Ware.The organization develops implants through low-cost 3D printing technology for refugees and people that otherwise could not afford implants.Big tech giants have lost this ability to bring such great benefits or, in worst case, only try to hook users as long as possible for higher advertisements return (e.g. It’s time to look out for the great problem solvers around the world with small names but smart digital social innovation for real problems. This blog takes multiple perspectives on digital transformation.As a political scientist, programmer and data analyst, I explore and write about the effect of new technologies and the interplay between humans and machines.