OUR COMPUTER VISION CONSULTING CAN HELP YOU GET THE MOST OUT OF EVERY VIDEO AND EVERY IMAGE
With SomaDetect's Computer Vision Consulting services, we can help you to develop state-of-the-art solutions to extract information from images. We do this by applying cutting-edge techniques from compute vision, AI, machine learning, and more. Today, the abundance of visual data has the potential to provide vital data across a wide range of applications. However, this is only possible with effective methods to extract the data.
We provide custom software tailored to extract the information you need as quickly and accurately as possible. Our consultants have a track record of developing innovative computer vision algorithms and systems.
WHAT IS COMPUTER VISION?
Humans use their eyes and their brains to see and visually sense the world around them. Computer vision is the science that aims to give a similar, if not better, capability to a machine or computer.
Computer vision is concerned with the automatic extraction, analysis and understanding of useful information from a single image or a sequence of images. It involves the development of a theoretical and algorithmic basis to achieve automatic visual understanding.
Some examples of applications of computer vision include:
⚫ Detecting issues with foods or crops, such as detecting bruising or dents on apples, identifying the presence of beetles or fungi on crops, quality control for produce, and more.
⚫ Applications in the biological sciences, such as identification of phytoplankton and/or zooplankton from microscope slides; counting of stained bacteria via microscope.
⚫ Reading text from an image, such as hand written addresses or photos of license plates (known as Optical character recognition; OCR).
⚫ Inspection of machined or manufactured parts or looking for defects in steel castings using X-ray vision;
⚫ Recognition of fingerprints for automatic access authentication as well as forensic applications
HOW DOES MACHINE LEARNING HELP?
Often, when dealing with real-world problems, we have limited or improper data. With Machine Learning, we can optimize the perception of differences between various parameters. With this, the algorithms applied can 'learn' as they go, and maximize the amount of information gleaned from an image set.
OUR TECHNICAL SKILLS
We have a wide range of engineering and computational skills to build custom solutions. Custom solutions can help to replace labor-intensive manual processes with rapid, automated algorithms. We can create custom applications for more efficient and productive work.
We do this using:
⚫ Open CV
⚫ MatLAB / Octave
In addition to expert-level skills in this area, we have extensive project and research experience in model building, machine-learning, aerial/proximal image processing using several image acquisition sensors (VIS, Near-infrared, low/high res cameras and microscopes).
Interested in learning more? Contact us today.