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InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images

2 November 2023

A. Silva

H. Felix

Franscisco Paulo Magalhaes Simoes

Veronica Teichrieb

Michel Mozinho dos Santos

H. Santiago

V. Sgotti

H. B. D. T. L. Neto

ArXiv (abs)PDF HTML Github (88★)

Papers citing "InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images"

20 / 20 papers shown

Title
Deep Industrial Image Anomaly Detection: A Survey Jiaqi Liu Guoyang Xie Jingbao Wang Shangwen Li Chengjie Wang Feng Zheng Yaochu Jin 102 187 0 27 Jan 2023
STN PLAD: A Dataset for Multi-Size Power Line Assets Detection in High-Resolution UAV Images A. Silva H. Felix T. Chaves Francisco Simões Veronica Teichrieb Michel Mozinho dos Santos H. Santiago V. Sgotti H. B. D. T. L. Neto 50 24 0 18 Aug 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 81 744 0 17 Aug 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 427 2,685 0 04 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiang Wang Song Wang ViT 109 70 0 20 Oct 2020
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution Siyuan Qiao Liang-Chieh Chen Alan Yuille ObjD 86 768 0 03 Jun 2020
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm M. Zaheer Jin-ha Lee Marcella Astrid Seung-Ik Lee AAML 67 222 0 16 Apr 2020
PlantDoc: A Dataset for Visual Plant Disease Detection D. Singh Naman Jain Pranjali Jain Pratik Kayal Sudhakar Kumawat Nipun Batra 69 412 0 23 Nov 2019
CenterMask : Real-Time Anchor-Free Instance Segmentation Youngwan Lee Jongyoul Park 3DPC ISeg 83 548 0 15 Nov 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 169 2,878 0 17 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 151 18,179 0 28 May 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 126 1,681 0 04 Apr 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 301 5,779 0 26 Mar 2019
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 155 1,982 0 18 Sep 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 128 21,482 0 08 Apr 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 147 4,941 0 03 Dec 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 360 27,244 0 20 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,347 0 16 Nov 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 244 29,871 0 08 Dec 2015