Video analytics can be supported on different hardware types and programming frameworks, impacting cost, efficiency, and accuracy.
The primary factors reviewed in this report are:
- CPU including Intel
- GPU including NVIDIA, CUDA and Tensor Cores
- VPU including Myriad / Movidius
- SoCs including Ambarella and Huawei
- Tradeoffs between using CPU, GPU, VPU and SoCs
This is part of our new Video Analytics Course starting in March.