It's natural to think of building an object detection model on the top of an image classification model. Once we have a good image classifier, a simple way to detect objects is to slide a 'window' across the image and classify whether the image in that window (cropped out region of the...
1. 前言 SSD -Single Shot MultiBox Detector Single Shot指明了SSD算法属于one-stage方法 MultiBox指明了SSD是多框预测 图1 SSD YOLO Faster R-CNN对比 SSD具有如下主要特点: 从YOLO中继承了将detection转化为regression的思路,一次完成目标定位与分类 基于Faster RCNN中的Anchor,提出了相似的Prior box; 加入基于特...
Learning Rich Features at High-Speed for Single-Shot Object Detection, ICCV, 2019 pytorchpyramidobject-detectionsingle-shot-detection UpdatedDec 10, 2019 Python lars76/chinese-subtitle-ocr Star110 Code Issues Pull requests Optical character recognition for Chinese subtitles using SSD and CNN ...
Wind turbine detectionUnmanned aerial vehicleRANSACSingle-shot detectorConvolutional neural networkSimultaneous localization and mappingWind turbines require periodic inspection to ensure efficient power generation and a prolonged lifetime. Traditionally, inspection involves the risk of a person falling while ...
Serotonin is an important neurotransmitter that plays a major role in the pathogenesis of a variety of conditions, including psychiatric disorders. The detection of serotonin typically relies on high-performance liquid chromatography (HPLC), an expensive technique that requires sophisticated equipment and ...
Single-shot Detection of Wavepacket Evolution 来自 掌桥科研 喜欢 0 阅读量: 34 作者:MB Campbell,TJ Bensky,RR Jones 摘要: We have developed a new instrument for monitoring electronic wavepacket dynamics using a single electromagnetic pulse pair. The operation of the device is analogous to that of ...
Consistent Optimization for Single-Shot Object Detection arXiv:https://arxiv.org/abs/1901.06563 github: 近期会开源 作者团队:清华、宾夕法尼亚大学和字节跳动 注:2019年01月23日刚出炉的paper 下面附上论文第一作者:孔涛对论文的解读 链接(已获权转载和原创标识): ...
【论文笔记】FASF:Feature Selective Anchor-Free Module for Single-Shot Object Detection &论文概述 获取地址:https://arxiv.org/abs/1903.00621 &总结与个人观点 本文的工作将启发式的特征选取作为带有特征金字塔的anchor-based single-shot检测器的主要限制。提出应用了online特征选择来在特征金字塔上训练anchor-free...
CVPR2019的一篇single-stage detection的文章,来自CMU。 【Motivation】 目标检测中物体尺度问题一直是个难解决的问题,目前为止主要是从网络结构设计、损失函数、训练方式等方面去缓解尺度带来的烦恼,特别是小物体检测,至今没有一个好的解决方案。在这些方法中,最常见的非Feature Pyramid Network(FPN)莫属了,它利用多级的...
Single-shot detection of 8 unique monochrome fringe patterns representing 4 distinct directions via multispectral fringe projection profilometry Parsa Omidi, Mohamadreza Najiminaini, Mamadou Diop & Jeffrey J. L. Carson Scientific Reports volume 11, Article number: 10367 (2021) Cite this article 3341...