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EfficientDet: Scalable and Efficient Object Detection
v1v2v3v4v5v6v7 (latest)

EfficientDet: Scalable and Efficient Object Detection

20 November 2019
Mingxing Tan
Ruoming Pang
Quoc V. Le
ArXiv (abs)PDFHTMLGithub (6373★)

Papers citing "EfficientDet: Scalable and Efficient Object Detection"

50 / 995 papers shown
Title
What's Cracking? A Review and Analysis of Deep Learning Methods for
  Structural Crack Segmentation, Detection and Quantification
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
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)
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Detecting Twenty-thousand Classes using Image-level Supervision
Xingyi Zhou
Rohit Girdhar
Armand Joulin
Phillip Krahenbuhl
Ishan Misra
CLIPVLM
127
619
0
07 Jan 2022
Detecting Human-to-Human-or-Object (H2O) Interactions with DIABOLO
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
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
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
Accurate and Real-time 3D Pedestrian Detection Using an Efficient Attentive Pillar Network
Duy-Tho Le
Hengcan Shi
H. Rezatofighi
Jianfei Cai
3DH3DPC
54
19
0
31 Dec 2021
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and
  Implementation-Level Techniques
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Visual Understanding of Complex Table Structures from Document Images
S. Raja
Ajoy Mondal
Jawahar C V
LMTD
41
23
0
13 Nov 2021
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