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The digital images taken must be pre-processed to improve their quality before they are analyzed. Using digital filtering, the noise in the image can be removed and the contrast enhanced. Sometimes in this step the color image is converted to a gray-scale image, called the intensity image. The intensity is used to divide the images into disjointed regions with the purpose of separating the region of interest from the background.
Count stacks, piles, and clusters.Count large groups of similar items, such as steel rods, copper tubes, irrigation pipes, or other densely packed objects. Count pipes.Count and classify objects in photos and videos using custom Computer Vision and Machine Learning software tailored to the items you want to count. Count items stacked together.Automatically identify object boundaries, count the objects, and save an image that confirms the count. Count livestock in motion.Count animals as they graze in a defined area, or as they pass through a gate. Count distinguishing features.Identify, classify, and count objects based on their many traits, or behaviors.