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Increases in model resolution may provide more accurate and detailed information, but will cubically increase computational costs and pose additional challenges concerning high resolution input data.
Firstly, we train the 3D CNN model with data in different resolutions and find out that models trained by high resolution input data achieve better lung nodule proposals generation performances especially for nodules in too small sizes, while consumes much more memory at the same time.
The challenge category complexity with its main aspects sector coupling, technical, temporal, or regional resolution, input data, and result processing is linked to the challenges in the utilisation category.
Moreover, there is a need for high resolution input data for the models about the meteorology in the city, including temperature and wind speed and directions.
Check your TV to determine what type of high resolution input it has.
or 1080P (all Blu-Ray Disc players and some satellite receivers), unless that value exceeds the display maximum resolution input.
Similar(54)
For regional NPP modeling with coarse resolution inputs, the aspatial RMA regression method is the most practical option.
A major challenge is to upscale the detailed understandings embodied in process models that have been validated at specific sites with high resolution inputs.
Having all the right equipment will not allow for HD image display if using the lower resolution inputs and associated cables.
Notably, some of these representations are designed to preserve the global facial geometry of the low-resolution input, while others are designed to preserve the local detailed texture.
For each feature representation, a regression function is constructed to synthesize a high-resolution image from the low-resolution input image.
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