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Optimizing Data Processing in Space for Object Detection in Satellite Imagery
The results show that by applying image compression techniques, we are able to improve the execution time and memory consumption, achieving a fully runnable dataset.
Accelerating Deep Learning Applications in Space
The two techniques applied, lossless compression and image scaling, improves speed and memory consumption with no or little change in accuracy.
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