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EfficientDet: Scalable and Efficient Object Detection

20 November 2019

Mingxing Tan

Ruoming Pang

Quoc V. Le

ArXiv (abs)PDF HTML Github (6373★)

Papers citing "EfficientDet: Scalable and Efficient Object Detection"

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Title
What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 110 14 0 08 Feb 2022
Recent Trends in 2D Object Detection and Applications in Video Event Recognition Prithwish Jana Partha Pratim Mohanta 36 1 0 07 Feb 2022
Catch Me if You Can: A Novel Task for Detection of Covert Geo-Locations (CGL) Binoy Saha Sukhendu Das 73 1 0 05 Feb 2022
ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking Chong Xiang Alexander Valtchanov Saeed Mahloujifar Prateek Mittal AAML 85 23 0 03 Feb 2022
Rigidity Preserving Image Transformations and Equivariance in Perspective Lucas Brynte Georg Bökman Axel Flinth Fredrik Kahl 60 3 0 31 Jan 2022
Self-Supervised Moving Vehicle Detection from Audio-Visual Cues Jannik Zürn Wolfram Burgard SSL 91 8 0 30 Jan 2022
ASFD: Automatic and Scalable Face Detector Jian Li Bin Zhang Yabiao Wang Ying Tai Feiyue Huang Chengjie Wang Jilin Li Wenjiang Pei Yili Xia CVBM 112 45 0 26 Jan 2022
COVID-19 Detection Using CT Image Based On YOLOv5 Network R. Qu Yi Yang Yuwei Wang 31 16 0 24 Jan 2022
FAT: An In-Memory Accelerator with Fast Addition for Ternary Weight Neural Networks Shien Zhu Luan H. K. Duong Hui Chen Di Liu Weichen Liu MQ 53 6 0 19 Jan 2022
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery Yan Zhao Lingjun Zhao Zhongkang Liu Dewen Hu Gangyao Kuang Li Liu 61 32 0 18 Jan 2022
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation Kun Yuan Gerald Schaefer Yu-kun Lai Yifan Wang Xiyao Liu Lin Guan Hui Fang 57 1 0 18 Jan 2022
SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection Davide Callegaro Francesco Restuccia Marco Levorato 63 4 0 11 Jan 2022
Drone Object Detection Using RGB/IR Fusion Lizhi Yang Ruhang Ma A. Zakhor 43 14 0 11 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 84 232 0 10 Jan 2022
Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing Izzeddin Teeti Valentina Muşat Salman Khan Alexander Rast Fabio Cuzzolin Andrew Bradley 73 7 0 10 Jan 2022
The State of Aerial Surveillance: A Survey Kien Nguyen Thanh Clinton Fookes Sridha Sridharan Yingli Tian Feng Liu Xiaoming Liu Arun Ross 133 24 0 09 Jan 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 127 619 0 07 Jan 2022
Detecting Human-to-Human-or-Object (H2O) Interactions with DIABOLO Astrid Orcesi Romaric Audigier Fritz Poka Toukam B. Luvison 67 3 0 07 Jan 2022
Classifying Turbulent Environments via Machine Learning M. Buzzicotti F. Bonaccorso 47 0 0 03 Jan 2022
Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings Gesina Schwalbe Christian Wirth Ute Schmid AAML 51 7 0 03 Jan 2022
Accurate and Real-time 3D Pedestrian Detection Using an Efficient Attentive Pillar Network Duy-Tho Le Hengcan Shi H. Rezatofighi Jianfei Cai 3DH 3DPC 54 19 0 31 Dec 2021
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques JunKyu Lee L. Mukhanov A. S. Molahosseini U. Minhas Yang Hua Jesus Martinez del Rincon K. Dichev Cheol-Ho Hong Hans Vandierendonck 86 31 0 30 Dec 2021
An Empirical Study of Adder Neural Networks for Object Detection Xinghao Chen Chang Xu Minjing Dong Chunjing Xu Yunhe Wang 156 15 0 27 Dec 2021
Virtuoso: Video-based Intelligence for real-time tuning on SOCs Jayoung Lee Pengcheng Wang Ran Xu Venkateswara Dasari Noah Weston Yin Li S. Bagchi Somali Chaterji 51 2 0 24 Dec 2021
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles Benjamin Kiefer D. Ott A. Zell 107 47 0 22 Dec 2021
YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles Aduen Benjumea Izzedin Teeti Fabio Cuzzolin Andrew Bradley ObjD 119 152 0 22 Dec 2021
Toward Minimal Misalignment at Minimal Cost in One-Stage and Anchor-Free Object Detection Shuai Hao Hongzhe Liu Ningwei Wang Cheng Xu ObjD 53 1 0 16 Dec 2021
Improved YOLOv5 network for real-time multi-scale traffic sign detection Junfan Wang Yi Chen Mingyu Gao Zhekang Dong 75 240 0 16 Dec 2021
Label, Verify, Correct: A Simple Few Shot Object Detection Method Prannay Kaul Weidi Xie Andrew Zisserman ObjD 78 83 0 10 Dec 2021
Image-to-Image Translation-based Data Augmentation for Robust EV Charging Inlet Detection Yeonjun Bang Yeejin Lee Byeongkeun Kang ViT 56 12 0 10 Dec 2021
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation Gang Li Xiang Li Yujie Wang Shanshan Zhang Yichao Wu Ding Liang ObjD 69 83 0 09 Dec 2021
Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN Jeong-gi Kwak Youngsaeng Jin Yuanming Li Dongsik Yoon Donghyeon Kim Hanseok Ko GAN 45 15 0 08 Dec 2021
Fusion Detection via Distance-Decay IoU and weighted Dempster-Shafer Evidence Theory Q. Fang Zhaokui Wang 51 0 0 06 Dec 2021
Cross-Modality Attentive Feature Fusion for Object Detection in Multispectral Remote Sensing Imagery Q. Fang Zhaokui Wang 56 128 0 06 Dec 2021
The Box Size Confidence Bias Harms Your Object Detector Johannes Gilg Torben Teepe Fabian Herzog Gerhard Rigoll ObjD 66 4 0 03 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 329 2,402 0 02 Dec 2021
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization M. Jehanzeb Mirza Jakub Micorek Horst Possegger Horst Bischof 81 134 0 01 Dec 2021
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors Yichun Shen Wanli Jiang Zhen Xu Rundong Li Junghyun Kwon Siyi Li ObjD 71 9 0 01 Dec 2021
Improving Differentiable Architecture Search with a Generative Model Ruisi Zhang Youwei Liang Sai Ashish Somayajula P. Xie OOD 57 0 0 30 Nov 2021
Low-light Image Enhancement via Breaking Down the Darkness Qiming Hu Xiaojie Guo 60 127 0 30 Nov 2021
Flood Analytics Information System (FAIS) Version 4.00 Manual V. Samadi AI4CE 13 0 0 30 Nov 2021
ePose: Let's Make EfficientPose More Generally Applicable Austin Lally R. Bain Mazen Alotaibi 26 0 0 30 Nov 2021
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection Zhenhong Sun Ming Lin Xiuyu Sun Zhiyu Tan Hao Li Rong Jin 143 33 0 26 Nov 2021
Efficient Self-Ensemble for Semantic Segmentation Walid Bousselham Guillaume Thibault Lucas Pagano Archana Machireddy Joe W. Gray Y. Chang Xubo B. Song ViT 80 27 0 26 Nov 2021
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio Khanh-Duy Nguyen H. Nguyen Trung-Nghia Le Junichi Yamagishi Isao Echizen CVBM 70 2 0 25 Nov 2021
Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images Ye Liu Huifang Li Chao Hu Shuang Luo Yan Luo Xin Sun ISeg 86 43 0 22 Nov 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 120 202 0 19 Nov 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run Bichen Wu Chaojian Li Hang Zhang Xiaoliang Dai Peizhao Zhang Matthew Yu Jialiang Wang Yingyan Lin Peter Vajda ViT 137 24 0 19 Nov 2021
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis Nikolaos Ioannis Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 108 61 0 18 Nov 2021
Visual Understanding of Complex Table Structures from Document Images S. Raja Ajoy Mondal Jawahar C V LMTD 41 23 0 13 Nov 2021