Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark

19 March 2021

Papers citing "Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark"

35 / 35 papers shown

Title
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 74 528 0 29 Sep 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Tong Wu Qingqiu Huang Ziwei Liu Yu Wang Dahua Lin 45 228 0 19 Jul 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 50 211 0 30 Mar 2020
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification Renchun You Zhiyao Guo Lei Cui Xiang Long Sid Ying-Ze Bao Shilei Wen 41 184 0 17 Dec 2019
Orderless Recurrent Models for Multi-label Classification V. O. Yazici Abel Gonzalez-Garcia Arnau Ramisa Bartlomiej Twardowski Joost van de Weijer SSL 54 92 0 22 Nov 2019
Multi-Label Classification with Label Graph Superimposing Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma Shilei Wen 35 166 0 21 Nov 2019
Rosetta: Large scale system for text detection and recognition in images Fedor Borisyuk Albert Gordo V. Sivakumar 48 297 0 11 Oct 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 38 288 0 20 Aug 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 59 996 0 07 Apr 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 38 228 0 26 Feb 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 149 2,253 0 16 Jan 2019
Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning Baoyuan Wu Weidong Chen Yanbo Fan Yong Zhang Jinlong Hou Jie Liu Tong Zhang VLM MLLM 41 86 0 07 Jan 2019
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 87 1,340 0 02 Nov 2018
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection Yongcheng Liu Lu Sheng Jing Shao Junjie Yan Shiming Xiang Chunhong Pan WSOD VLM 38 114 0 16 Sep 2018
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning Weifeng Ge Sibei Yang Yizhou Yu 58 189 0 26 Feb 2018
Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition Tianshui Chen Zhouxia Wang Guanbin Li Liang Lin 32 151 0 20 Dec 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 124 280 0 17 Nov 2017
Multi-label Image Recognition by Recurrently Discovering Attentional Regions Zhouxia Wang Tianshui Chen Guanbin Li Ruijia Xu Liang Lin 51 290 0 08 Nov 2017
Order-Free RNN with Visual Attention for Multi-Label Classification Shang-Fu Chen Yi-Chen Chen Chih-Kuan Yeh Y. Wang 64 143 0 18 Jul 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 89 3,666 0 08 Jun 2017
Improving Pairwise Ranking for Multi-label Image Classification Y. Li Yale Song Jiebo Luo 49 203 0 11 Apr 2017
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification Feng Zhu Hongsheng Li Wanli Ouyang Nenghai Yu Xiaogang Wang 55 337 0 20 Feb 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 416 21,951 0 09 Dec 2016
Multi-Label Image Classification with Regional Latent Semantic Dependencies Junjie Zhang Qi Wu Chunhua Shen Jian Zhang Jianfeng Lu 46 165 0 04 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 434 28,795 0 09 Sep 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 54 1,162 0 15 Apr 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 114 7,448 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 473 27,231 0 02 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 408 61,900 0 04 Jun 2015
Exploit Bounding Box Annotations for Multi-label Object Recognition Hao Yang Qiufeng Wang Yu Zhang Bin-Bin Gao Jianxin Wu Jianfei Cai 44 164 0 22 Apr 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014
CNN: Single-label to Multi-label Yunchao Wei Wei Xia Junshi Huang Bingbing Ni Jian Dong Yao-Min Zhao Shuicheng Yan 81 674 0 22 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 244 43,290 0 01 May 2014
Deep Convolutional Ranking for Multilabel Image Annotation Yunchao Gong Yangqing Jia Thomas Leung Alexander Toshev Sergey Ioffe VLM 80 432 0 17 Dec 2013