Taking a PEEK into YOLOv5 for Satellite Component Recognition via
Entropy-based Visual Explanations

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Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations

3 November 2023

Mackenzie J. Meni

Trupti Mahendrakar

Olivia D. M. Raney

Michael L. Mayo

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Papers citing "Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations"

19 / 19 papers shown

Title
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Chuyin Li Lu Li Hongliang Jiang Kaiheng Weng Yifei Geng ... Linyuan Zhou Xiaoming Xu Xiangxiang Chu Xiaoming Wei Xiaolin K. Wei ObjD 111 1,796 0 07 Sep 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 165 6,527 0 06 Jul 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 142 4,090 0 18 Jul 2021
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 164 12,275 0 23 Apr 2020
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 90 3,101 0 27 Nov 2019
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 126 21,447 0 08 Apr 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 112 5,757 0 05 Mar 2018
Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks Aditya Chattopadhyay Anirban Sarkar Prantik Howlader V. Balasubramanian FAtt 112 2,300 0 30 Oct 2017
CNN Fixations: An unraveling approach to visualize the discriminative image regions Konda Reddy Mopuri Utsav Garg R. Venkatesh Babu AAML 64 56 0 22 Aug 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 201 3,873 0 10 Apr 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 181 15,619 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 477 22,108 0 09 Dec 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 321 20,023 0 07 Oct 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,958 0 08 Jun 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 248 4,672 0 21 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 477 43,658 0 17 Sep 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 399 11,227 0 18 Jun 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 153 5,007 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013