A New Programming Language For Image-processing Algorithms

Halide is a new programming language designed to make it easier to write high-performance image processing code on modern machines. Its current front end is an embedding in C++. Hardware targets include x86-64/SSE, ARM v7/NEON, and CUDA. Created by researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) Halide was used to rewrite several common image-processing algorithms whose performance had already been optimized by seasoned programmers. The Halide versions were typically about one-third as long but offered significant performance gains — two-, three-, or even six-fold speedups. In one instance, the Halide program was actually longer than the original — but the speedup was 70-fold. The paper is available here and the source will be posted within the next couple of days on github and the projects home here.

Comments (0)

This post does not have any comments. Be the first to leave a comment below.


Post A Comment

You must be logged in before you can post a comment. Login now.

Featured Product

CMES - AI-Powered 3D Robot Vision

CMES - AI-Powered 3D Robot Vision

Powered by AI, CMES Robotics enables 3D vision for factory robots. CMES AI vision software enables robots to recognize unstructured, flexible, or deformed objects, pick them up, and loading and unloading. CMES Vision software has been deployed worldwide for random palletization and depalletization along with void filling applications. CMES Robotics automates your warehouse, logistics, and supply chain. For more information, please visit: cmesrobotics.com or email info@cmesrobotics.com.