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Efficient High-Resolution Deep Learning: A Survey
[article]
2022
arXiv
pre-print
Cameras in modern devices such as smartphones, satellites and medical equipment are capable of capturing very high resolution images and videos. Such high-resolution data often need to be processed by deep learning models for cancer detection, automated road navigation, weather prediction, surveillance, optimizing agricultural processes and many other applications. Using high-resolution images and videos as direct inputs for deep learning models creates many challenges due to their high number
arXiv:2207.13050v2
fatcat:pmsb7aqi4je5hclu4wvxkcvx6e