Is Intel Arria V supports Deep Learning Model for ADAS Application?

Arria V does support OpenCL, so if you are planning some application around OpenCL you can use it.

however for deep learning using Intel OpenVINO it support Arria 10 FPGA.

https://software.intel.com/en-us/openvino-toolkit/deep-learning-cv

hope this helps.

Arslan