cpslo-d4ms / d4ms

Drones for Marine Science and Agriculture
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Determine best image rescaling approach #11

Open valdomjoel opened 2 years ago

valdomjoel commented 2 years ago

Image rescaling could be trivial but we want to make sure rescaling will not cause a bottleneck that slows down the ML model's performance or affects accuracy. There are multiple libraries that can perform image rescaling on the Jetson Nano such as OpenCV, jetson-utils, and probably TensorFlow. Is there one approach that achieves the right balance of performance and complexity?