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Showing posts from August 18, 2023

Best Way to Start Math & Stat for AI

  unplush As you already know that mathematics and statistics are foundation of Artificial Intelligent algorithms and concept. Let discuss how to start with them you need for AI. Here are some of the most important mathematical concepts that you will need to know: Linear algebra: Linear algebra is the foundation of AI. It is used to represent data, solve equations, and perform operations on data. Calculus: Calculus is used to understand how AI models work. It is used to find the optimal weights for machine learning models and to understand the behavior of neural networks. Probability and statistics: Probability and statistics are used to understand the uncertainty in data. They are used to train machine learning models and to evaluate their performance. Discrete mathematics: Discrete mathematics is used to deal with problems that involve discrete objects, such as sets, graphs, and trees. It is used in AI for tasks such as natural language processing and computer vision. In addition...

Increase the Resolution of Images

  There are a few ways to increase the resolution of satellite images. One way is to use a satellite with a larger sensor. A larger sensor will collect more light, which will allow for more detail in the image. Another way to increase resolution is to use a satellite that is closer to the Earth. A closer satellite will have a smaller field of view, but the images will be more detailed. However, it is important to note that there are limits to how much you can increase the resolution of a satellite image. The resolution is ultimately limited by the size of the sensor and the distance of the satellite from the Earth. Here are some other methods that can be used to increase the resolution of satellite images: Super-resolution: This is a technique that uses multiple low-resolution images to create a high-resolution image. Image stitching: This is a technique that combines multiple images of the same area to create a larger, higher-resolution image. Pansharpening: This is a technique th...