Computer vision and image processing algorithms are increasingly common to commercial and research-related applications. These high resolution models perform complex computations to process image data in real-time and require rapid processing to yield analysis and results.
In the context of machine learning image processing and analysis, resolution is everything. An image’s resolution can enable a more detailed, meaningful analysis that results in greater understanding. To this end, a high-resolution image will contain more information and detail than a low-resolution image of the very same subject.