Deep learning is becoming a commonly heard word in business, science and programming circles. However, the concept is still quite new to many people. This important type of algorithm is a subset of machine learning. It uses neural networks and pattern recognition to develop deep insights that would ordinarily be indecipherable by other types of programs. Due to increased computing power and strides in deep learning programming, this technology is driving a true technical revolution.
The easiest example of deep learning to understand is visual search algorithms. Imagine a photo of a tree. Now think of the millions of potential photos of trees and thousands of different types of trees. How is the computer supposed to know that they should all be labeled “tree” and be indexed that way in visual search? The answer is deep learning algorithms which input a “training set” of data. The program becomes generally familiar with what a tree looks like. When a new photo of a tree is inserted, it can accurately describe and categorize the image.
While advanced deep learning programs are still in the works, there are many exciting possibilities. For example, many researchers believe deep learning technology could produce ground breaking medical drugs that would cure disease and make humans much healthier. Today, scientists move to slowly with trials and experimentation to try the full range of options. However, a deep learning program may be able to create a realistic simulation that produces amazing results.
Other opportunities for breakthroughs based on deep learning include weather forecasting, quality control in manufacturing (getting mistakes below one in a million), economic models and improving machine vision systems.
No matter what, the steady advance of this technology is already having profound impacts on society and technology.
Integro Technologies is a leading machine vision integrator. For more information, please contact us today!
Over the years, the manufacturing industry has been facing mounting pressure on so many fronts. Read more
We all know how crucial machine vision inspections are to every type of manufacturing business Read more
Integro Technologies is proud partners with industry leaders in Deep Learning Platforms. Here are just Read more
Deep learning is currently being used in the automotive industry for a number of inspection Read more
Integro Technologies has extensive experience in the application of deep learning for classification. For this Read more
Integro Technologies is actively adapting traditional and newer Deep Learning & AI vision related technologies Read more
With the turn of a new century, advanced artificial intelligence (AI) and 5G technologies are Read more
Machine Vision And Deep Learning: Change The Way You Provide Quality Products Your customers expect Read more
What Is Deep Learning? Deep learning is a subset of machine learning, which is itself Read more
Vision inspection is likely a big part of your operations. Whether you're in the electronics, Read more
Deep learning solutions help manufacturers push the limits of what’s possible with machine vision. Deep Read more
Machine Vision and Deep Learning A Machine Vision Revolution. Machine vision has become widely accepted Read more
Technology is the road to future success for manufacturers. With new technologies like machine vision Read more
Combining Robotics and Deep Learning Machine Vision Advances Factory Automation We know that robotics are Read more
Increase Food Inspection and Production Levels with Advanced Machine Vision AI's higher intelligence is like Read more
Artificial intelligence (or AI) has seen a recent surge in use across a wide variety Read more
Artificial intelligence, or AI, has seen a recent surge in use across a wide variety Read more
Cognex ViDi offers the first ready-to-use Deep Learning-based software dedicated to industrial image analysis. Cognex Read more
With Cognex ViDi Suite, the automated aesthetic inspection of complex pad printing is now extremely Read more
With ViDi Suite, the automated optical inspection of welding seams is now extremely simple. The Read more
With ViDi Suite, the automated visual inspection of complex machined parts is now extremely simple. Read more
Cognex ViDi Suite offers significant advantages in terms of performance and simplicity for configuring and Read more
Update: ViDi is now owned and operated by Cognex Corporation Integro Technologies, a premier machine Read more
With the ViDi red tool in its supervised mode and the ViDi green, the automated Read more