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What is computer vision?
Computer vision is a part of artificial intelligence which enables computers and systems to derive meaningful information from the videos, digital images and visual points and take the action based on that information. Computer vision enables computers to see and Artificial intelligence enables computers to think.
The work of computer vision is similar to humans. Computer vision teaches computers to execute similar tasks, but using cameras, data, and algorithms rather than retinas, optic nerves, and a visual cortex, it must do it in a fraction of the time. Because a system trained to check items or monitor a production asset can assess hundreds of products or processes per minute, detecting faults or issues that are invisible to humans, it can swiftly outperform humans.
Two essential technologies are used to accomplish this: a type of machine learning called deep learning and a convolutional neural network (CNN).
A lot of data is required for computer vision. It perform the data analysis data over and over until it discerns distinctions and ultimately recognize images. for example to train the computer to recognize the mobile it needs to be fed vast quantities of mobile images and mobile-related items to learn the differences and recognize a mobile , especially one with no defects.Machine learning algorithm model enable to computer to teach itself using visual data. Algorithm enable machines to learn by itself. Deep learning model breaking images into number of pixels that are given tags and label. These label uses the convolutional mathematical operation to on to function to produce a third function and make the prediction.
Some Computer vision Projects
Color detection project help
Gender detection project help
Face mask detection project help
Handwritten digit recognition project help
License plate number recognition project help
Human emotion recognition project Help
Road lane recognition project Help
Object tracking roject Help
Face detection project Help
Some of pretrained model that are widely used in computer vision projects
vgg16-19
ResNet
InceptionV3,
ResNet,
MobileNet,
Xception,
InceptionResNetV2
Facenet
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