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原创 My Jumble of Computer Vision
I am going to maintain this page to record a few things about computer vision that I have read, am doing, or will have a look at. Previously I’d like to write short notes of the papers that I have rea...
2016-08-25 21:51:37
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原创 训练MTCNN
训练MTCNNMTCNN训练记录已经遇到的问题现象2018.09.11：目前只训练了12net，召回率偏低。训练记录2018.09.112018.09.142018.09.172018.09.182018.09.192018.09.202018.09.262018.09.272018.10.012018.10.13MTCNN训练记录最近尝试使用Caffe复现MTCNN，感觉坑很大，记录一下训练...
2018-10-13 14:56:38
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原创 Reading Note: DetNet: A Backbone network for Object Detection
TITLE: DetNet: A Backbone network for Object DetectionAUTHOR: Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin ChenASSOCIATION: Tsinghua University, Face++FROM: arXiv:1804.06215CONTRI...
2018-05-01 17:43:50
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原创 Reading Note: Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks
TITLE: Real-Time Rotation-Invariant Face Detection with Progressive Calibration NetworksAUTHOR: Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin ChenASSOCIATION: Chinese Academy of Sciences...
2018-04-27 22:01:12
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原创 Reading Note: Pelee: A Real-Time Object Detection System on Mobile Devices
TITLE: Pelee: A Real-Time Object Detection System on Mobile DevicesnAUTHOR: Robert J. Wang, Xiang Li, Shuang Ao, Charles X. LingASSOCIATION: University ofWestern OntarioFROM: arXiv:1804.06882...
2018-04-22 12:09:53
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原创 VS2013动态库封装采坑记录
最近在给封装一个动态库，需要支持古老的windows xp系统。而我的开发系统是windows 10，使用visual studio 2013作为IDE。一通谷歌百度之后，我采用了曝光度最高的方法。具体来说包括两个步骤：在工程设置里，配置属性->常规->平台工具集，选择 Visual Studio 2013 - Windows XP (v120_xp)在工程设置里，配置属性...
2018-04-19 12:30:01
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原创 Reading Note: MobileNets V2
TITLE: Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and SegmentationAUTHOR: Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen...
2018-03-08 17:49:43
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原创 Reading Note: Neural Aesthetic Image Reviewer
TITLE: Tiny SSD: Neural Aesthetic Image ReviewerAUTHOR: WenshanWang, Su Yang, Weishan Zhang, Jiulong ZhangASSOCIATION: Fudan University, China University of Petroleum, Xi’an University of Techno...
2018-03-06 13:40:53
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原创 Reading Note: Tiny SSD
TITLE: Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object DetectionAUTHOR: Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan ChwylASSO...
2018-03-04 11:30:42
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原创 Reading Note: $ S^3FD $: Single Shot Scale-invariant Face Detector
TITLE: S3FDS3FDS^3FD: Single Shot Scale-invariant Face DetectorAUTHOR: Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. LiASSOCIATION: Chinese Academy of SciencesFROM: arX...
2018-03-04 10:21:46
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原创 Reading Note: Single-Shot Refinement Neural Network for Object Detection
TITLE: Single-Shot Refinement Neural Network for Object DetectionAUTHOR: Shifeng Zhang, LongyinWen, Xiao Bian, Zhen Lei, Stan Z. LiASSOCIATION: CACIA, GE Global ResearchFROM: arXiv:1711.06897
2018-01-10 15:00:15
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原创 Reading Note: Panoptic Segmentation
TITLE: Panoptic SegmentationAUTHOR: Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr DollarASSOCIATION: FAIR, Heidelberg UniversityFROM: arXiv:1801.00868CONTRIBUTIONA
2018-01-10 14:56:17
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原创 Reading Note: Progressive Growing of GANs for Improved Quality, Stability, and Variation
TITLE: Progressive Growing of GANs for Improved Quality, Stability, and Variation
2017-11-12 13:37:09
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原创 Reading Note: Be Your Own Prada: Fashion Synthesis with Structural Coherence
TITLE: Be Your Own Prada: Fashion Synthesis with Structural Coherence
2017-11-03 13:52:40
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原创 Reading Note: Detect to Track and Track to Detect
TITLE: Detect to Track and Track to Detect
2017-10-27 22:34:59
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原创 Reading Note: Interpretable Convolutional Neural Networks
TITLE: Interpretable Convolutional Neural Networks
2017-10-13 09:12:04
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原创 Reading Note: Pyramid Scene Parsing Network
TITLE: Pyramid Scene Parsing Network
2017-09-19 09:17:36
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原创 Reading Note: DSOD: Learning Deeply Supervised Object Detectors from Scratch
TITLE: DSOD: Learning Deeply Supervised Object Detectors from Scratch
2017-08-10 15:23:34
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原创 Reading Note: ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
TITLE: ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
2017-08-04 08:29:37
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原创 Reading Note: Deformable Part-based Fully Convolutional Network for Object Detection
TITLE: Deformable Part-based Fully Convolutional Network for Object Detection
2017-07-28 22:02:47
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原创 Reading Note: ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
TITLE: ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
2017-07-24 08:47:10
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原创 Reading Note: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
TITLE: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
2017-07-24 08:46:02
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原创 READING NOTE: Optimizing Deep CNN-Based Queries over Video Streams at Scale
TITLE: Optimizing Deep CNN-Based Queries over Video Streams at Scale
2017-07-10 21:31:10
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原创 READING NOTE: Learning Spatial Regularization with Image-level Supervisions for Multi-label ...
TITLE: Learning Spatial Regularization with Image-level Supervisions for Multi-label Image
2017-07-06 18:38:21
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原创 An Introduction to CNN based Object Detection
An Introduction to CNN based Object Detection
2017-06-14 21:58:05
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原创 READING NOTE: FastMask: Segment Multi-scale Object Candidates in One Shot
TITLE: FastMask: Segment Multi-scale Object Candidates in One Shot
2017-04-18 21:11:40
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原创 READING NOTE: A Pursuit of Temporal Accuracy in General Activity Detection
TITLE: A Pursuit of Temporal Accuracy in General Activity Detection
2017-03-15 20:13:47
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原创 READING NOTE: Understanding Convolution for Semantic Segmentation
TITLE: Understanding Convolution for Semantic Segmentation
2017-03-04 22:57:00
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原创 READING NOTE: Learning to Detect Human-Object Interactions
TITLE: Learning to Detect Human-Object Interactions
2017-02-28 21:47:30
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原创 READING NOTE: Adversarial Discriminative Domain Adaptation
TITLE: Adversarial Discriminative Domain Adaptation
2017-02-22 22:18:07
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原创 READING NOTE: DSSD: Deconvolutional Single Shot Detector
TITLE: DSSD: Deconvolutional Single Shot Detector
2017-02-10 15:32:42
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原创 READING NOTE: A New Convolutional Network-in-Network Structure
TITLE: A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction
2017-01-24 16:31:32
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原创 READING NOTE: Towards Accurate Multi-person Pose Estimation in the Wild
TITLE: Towards Accurate Multi-person Pose Estimation in the Wild
2017-01-19 17:32:30
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原创 READING NOTE: YOLO9000: Better, Faster, Stronger
TITLE: YOLO9000: Better, Faster, Stronger
2017-01-11 21:13:12
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原创 READING NOTE: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
TITLE: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
2016-12-29 14:24:22
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原创 READING NOTE: Convolutional Pose Machines
TITLE: Convolutional Pose Machines
2016-12-27 16:48:06
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原创 READING NOTE: Beyond Skip Connections: Top-Down Modulation for Object Detection
TITLE: Beyond Skip Connections: Top-Down Modulation for Object Detection
2016-12-21 18:45:09
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原创 READING NOTE: Feature Pyramid Networks for Object Detection
TITLE: Feature Pyramid Networks for Object Detection
2016-12-15 19:53:35
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