End-to-End Computer Vision Framework

Ciprian Orhei, M. Mocofan, Silviu Vert, R. Vasiu
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引用次数: 11

Abstract

Computer Vision is a cross research field with the main purpose of understanding the surrounding environment as closely as possible to human perception. In addition to research on techniques and algorithms that enhance the capabilities of a Computer Vision system, research on the architecture and design of such systems is also important. In this paper we present an End-to-End Computer Vision Framework open-source solution, based on Python programming language, that aims to support researchers in this field. The main focus of the framework is the configurability and scalability of the system in the continuous need to add new Computer Vision algorithms or machine learning models for a day-to-day research activity.
端到端计算机视觉框架
计算机视觉是一个交叉研究领域,其主要目的是尽可能接近人类感知来理解周围环境。除了研究增强计算机视觉系统能力的技术和算法外,研究此类系统的体系结构和设计也很重要。在本文中,我们提出了一个基于Python编程语言的端到端计算机视觉框架开源解决方案,旨在支持该领域的研究人员。该框架的主要焦点是系统的可配置性和可扩展性,以便在日常研究活动中不断需要添加新的计算机视觉算法或机器学习模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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