Author: workhouse123
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Understanding Image Pixels
Pictures displayed on a digital screen like a monitor or are simply in digital form are made up of thousands of tiny dots also known as pixels. The word ‘pixel’ means ‘picture element’ indicating one single dot. In coloured images, pixels of different colors are arranged alongside each other to represent different shades of colors.…
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Challenges in Computer Vision
Though computer vision has emerged as one of the top fields of machine learning, there are several obstacles that makes it difficult to become a leading technology. Human vision is a complicated and highly effective system which is difficult to replicate through technology. Given below are certain issues and challenges faced by computer vision algorithms.…
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Which Vision Succeeded?
It is interesting to note that certain experiments were carried out in Germany to address the void between computer and human vision. Experiment 1 was conducted to understand how neural networks perceive contours (or boundary). For this, both the human and the AI participant were shown an image and asked whether it has closed contour or…
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Applications of Computer Vision
Once the images are understood, computer vision is then used in the following areas. Amazon Go Store uses Computer Vision technique to allow customers who have installed the Amazon Go application on their mobile devices to no longer stand in long queues in the super market. They just go to the store, pick up…
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Computer Vision (CV)
Computer vision is a field of artificial intelligence that helps computers gain a high level of understanding from digital images or videos. It is done by acquiring images, processing them, analysing them and finally understanding the information they are conveying. If AI allows computers to think, computer vision helps them to see, observe and understand.…
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KEY TERMS
Black box AI: The AI program that is not able to explain decisions. Responsible AI: An AI system that is explainable, monitorable, reproducible, secure, human-cantered, unbiased and justifiable. Faceswap video blackmailing: Blackmailing people with morphed images and/or videos. Ethical AI system: An AI system that solves a particular problem, uses unbiased data and is trained using the right learning…
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PROGRAMMER’S ZONE
Lobe is a free, easy-to-use Microsoft desktop application that allow users to build, manage and use custom machine learning models. Once created, these models can be directly uploaded to AI Builder for use with Power Apps and Power Automate. Step 1: Download and Install Microsoft Lobe. Step 2: Add and Label Images in Lobe. For this, click…
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Recent Trends in AI
In this section, we will read about some latest trends in AI. Extensive research is being done in the terms discussed here. 8.4.1 Collaborative Systems These days, a lot of research is being done to develop collaborative systems in which humans and machines (with AI) can become effective partners by overcoming each other’s limitations and…
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Robotics
We have read that robot is a programmable machine that can complete a task. Correspondingly, the term robotics is the study focused on designing, developing and programming physical robots which are able to interact with the physical world and automate one or more tasks. Each robot has a different level of autonomy varying from human-controlled…
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AI as a Service (AIaaS)
In artificial intelligence as a service (AIAAS), companies use off-the-shelf AI tools to implement and scale AI techniques at a very low price as compared to building a complete in-house AI system. When a software is provided as a service across the network, it usually uses cloud computing. Similarly, the idea of providing AI services…