![]() That software has a Performance Benchmarks window, and there you can see timing for each stage of image processing. To check the performance of Fastvideo SDK on a laptop/desktop/server GPU without any programming, you can download Fast CinemaDNG Processorsoftware with GUI for Windows or Linux. The reason to do so is to improve image quality due to 16-bit workflow and to offer more sofisticated image processing pipeline. We can process images from these cameras on GPU instead of utilizing hardware-based NVIDIA ISP (libargus). We've also implemented support of MIPI CSI cameras as gpu camera sample project. The software currently works with machine vision cameras from XIMEA, Basler, EVT, FLIR / DALSA, JAI, Matrix Vision, Imperx, Lucid Vision Labs, Daheng Imaging, etc. Apart from a full image processing pipeline on GPU for still images from SSD and for live camera output, there are options for streaming and for glass-to-glass ( G2G) measurements to evaluate real latency for camera systems on Jetson. It's implemented for Windows-10, Linux Ubuntu 18.04 and L4T. We've released the software for a GPU-based camera application on GitHub, and it's available to download both binaries and source codes for our gpu camera sample project. Software for Jetson performance comparison Here you can get the document with the benchmarks. We've done the same kernel time measurements for NVIDIA GeForce and Quadro GPUs. As soon as H.264 and H.265 encoders are working at the hardware level, encoding can be done in parallel with CUDA code, so we should be able to get even better performance. We haven't tested Jetson H.264 and H.265 encoders and decoders in that pipeline. Image processing from RAW to RGB or RAW to JPEG are standard tasks, and now developers can get detailed info about expected performance for the chosen pipeline according to the table above. Here we've compared just the basic set of image processing modules from Fastvideo SDK to let Jetson developers evaluate the expected performance before building their imaging applications.
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