Martecksolutions

Transforming AI with Natural Language Processing (NLP)

In recent years, Natural Language Processing (NLP) has become a crucial technology in the field of Artificial Intelligence. NLP, in layperson’s terms, is the science of making computers generate, understand, and interpret human language. NLP is the reason behind the capabilities of chatbots, voice assistants like Siri, and the predictive text you see on your …

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AI in Healthcare: Balancing Recovery and Privacy

Like any other industry, the healthcare industry is also being revolutionized by AI. From early disease detection to personalized treatment plans, Artificial Intelligence is transforming all kinds of patient care. However, this transformation raises a significant ethical concern, particularly concerning patient privacy. Every healthcare facility must be informed about the ethical considerations which may include …

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Areas Of HR That Benefit From AI

AI can help the HR industry by revolutionizing the way traditional practices used to take place and improving it through efficiency. Some of the areas of human resources that can benefit from the use of artificial intelligence are: These are just a few areas that will evolve as the tech evolves. But, with AI, the …

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Artificial Intelligence and its Role in Human Resources

Artificial intelligence is used in almost all the domains of running a business. One area that is known to benefit is the human resource.  Human beings are the biggest asset of any organization. Imagine combining the power of the human brain with that of tech. With AI the HR departments can enhance the process, streamline …

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Types of Video Annotations

2D Bounding Boxes: The rectangular boxes are made use of to identify objects, label and to categorize. You need to draw the boxes manually around objects in motion across many frames. The box is placed closer to the edge of the object and labelled correctly for classes and attributes. It helps in the depiction of …

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Uses of Semantic Segmentation Medical Image Annotation

Semantic segmentation image annotation is used to annotate various types of medical images like X-rays, MRI and CT scans of several organs or parts of the human body. It also helps to annotate or highlight the human body organs partially that are injured due to illnesses. The key benefit of semantic segmentation is, it helps …

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Semantic Segmentation for Medical Image – Single Class

There are several techniques of image annotation used to establish the AI model through machine learning. Some of them include cuboid annotation, polygon annotation and bounding box. However, semantic segmentation is the best demonstrative technique that provides the detailed findings with illnesses segmented and categorised in an individual class. Medical image segmentation aids to detect …

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