Computer Vision Toolbox™ provides vision algorithm modeling at a high level of abstraction. The blocks, objects, and functions perform full-frame processing, operating on one image frame at a time. However, FPGA or ASIC systems perform pixel-stream processing, operating on one image pixel at a time. Vision HDL Toolbox™ provides libraries of vision algorithms that use a pixel-streaming interface, and have a hardware-friendly implementation. For instance, Vision HDL Toolbox provides algorithms for automated driving, feature detection, and camera pipeline applications.
You can generate target-independent, synthesizable Verilog® and VHDL® code from Vision HDL Toolbox blocks and objects using HDL Coder.