YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications YOLOv6 是什么? YOLOv6 是由美团视觉智能部研发的一款开源目标检测框架,专门面向工业应用设计。该框架在保持高精度检测的同时,注重推理效率,适用于各种尺寸和硬件平台的目标检测任务。 YOLOv6 作为单阶段目标检测框架的特点: 高效的网络...
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications PDF: https://arxiv.org/pdf/2209.02976.pdf PyTorch代码: https://github.com/shanglianlm0525/CvPytorch PyTorch代码: https://github.com/shanglianlm0525/PyTorch-Networks...
For years, the YOLO series has been the de facto industry-level standard for efficient object detection. The YOLO community has prospered overwhelmingly to enrich its use in a multitude of hardware platforms and abundant scenarios. In this technical report, we strive to push its limits to the ...
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications What's New [2023.09.15] Release YOLOv6-Segmentation. 🚀 Performance [2023.04.28] Release YOLOv6Lite models on mobile or CPU. ⭐️ Mobile Benchmark [2023.03.10] Release YOLOv6-Face. 🔥 Performance [2023.03.02]...
论文地址:A Comprehensive Review On Two-Stage Object Detection Algorithms 目前目标检测领域的深度学习方法主要分为两类:two stage 的目标检测算法;one stage 的目标检测算法。前者是先由算法生成一系列作为样本的候选框,再通过卷积神经网络进行样本分类;后者则不用产生候选框,直接将目标边框定位的问题转化为回归问题...
Previous research mainly uses a single visible l... L Han,J Chen,H Li,... - 《Automation in Construction》 被引量: 0发表: 2022年 IMPLEMENTATION OF A ONE STAGE OBJECT DETECTION SOLUTION TO DETECT COUNTERFEIT PRODUCTS MARKED WITH A QUALITY MARK Counterfeit products are a major problem that ...
Single-frame infrared small target detection is affected by the low image resolution and small target size, and is prone to the problems of small target fe
最新综述:3D Object Detection for Autonomous Driving: A Survey 链接:https://arxiv.org/pdf/2106.10823.pdf 根据输入传感器信号类型,自动驾驶三维目标检测算法可以分为:基于图像的算法、基于激光点云的算法和基于多模态融合的算法。 1.1.1基于图像的三维场景感知 ...
cogentcore/core - A free and open source framework for building powerful, fast, elegant 2D and 3D apps that run on macOS, Windows, Linux, iOS, Android, and the web with a single Go codebase, allowing you to Code Once, Run Everywhere. [Modified BSD License] (⭐️1868) connectrpc/...
The YOLO (You Only Look Once) series algorithms are a typical type of one-stage object detection algorithms that combine classification and object localization regression problems using anchor boxes, achieving high efficiency, flexibility, and good generalization performance, as illustrated in Figure 1 ...