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Speed/accuracy trade-offs for modern convolutional object detectors

Speed/accuracy trade-offs for modern convolutional object detectors

30 November 2016
Jonathan Huang
V. Rathod
Chen Sun
Menglong Zhu
Anoop Korattikara Balan
Alireza Fathi
Ian S. Fischer
Z. Wojna
Yang Song
S. Guadarrama
Kevin Patrick Murphy
    3DH
    3DV
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Papers citing "Speed/accuracy trade-offs for modern convolutional object detectors"

47 / 197 papers shown
Title
Visual Mesh: Real-time Object Detection Using Constant Sample Density
Visual Mesh: Real-time Object Detection Using Constant Sample Density
Trent Houliston
Stephan Chalup
ObjD
3DH
22
10
0
23 Jul 2018
Visual Affordance and Function Understanding: A Survey
Visual Affordance and Function Understanding: A Survey
Mohammed Hassanin
Salman Khan
M. Tahtali
16
48
0
18 Jul 2018
Object Detection with Deep Learning: A Review
Object Detection with Deep Learning: A Review
Zhong-Qiu Zhao
Peng Zheng
Shou-tao Xu
Xindong Wu
ObjD
42
3,950
0
15 Jul 2018
Image Classification for Arabic: Assessing the Accuracy of Direct
  English to Arabic Translations
Image Classification for Arabic: Assessing the Accuracy of Direct English to Arabic Translations
Abdulkareem Alsudais
VLM
25
4
0
13 Jul 2018
Pooling Pyramid Network for Object Detection
Pooling Pyramid Network for Object Detection
Pengchong Jin
V. Rathod
Xiangxin Zhu
ObjD
19
20
0
09 Jul 2018
A Hierarchical Deep Architecture and Mini-Batch Selection Method For
  Joint Traffic Sign and Light Detection
A Hierarchical Deep Architecture and Mini-Batch Selection Method For Joint Traffic Sign and Light Detection
Alex D. Pon
Oles Andrienko
Ali Harakeh
Steven L. Waslander
30
42
0
20 Jun 2018
Locating Objects Without Bounding Boxes
Locating Objects Without Bounding Boxes
Javier Ribera
David Guera
Yuhao Chen
Edward J. Delp
27
99
0
20 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image
  Annotation
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation
Mykhaylo Andriluka
J. Uijlings
V. Ferrari
VLM
24
81
0
20 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device
Hengfui Liau
Yamini Nimmagadda
YengLiong Wong
ObjD
21
14
0
14 Jun 2018
Collaborative Learning for Deep Neural Networks
Collaborative Learning for Deep Neural Networks
Guocong Song
Wei Chai
FedML
13
192
0
30 May 2018
Do Better ImageNet Models Transfer Better?
Do Better ImageNet Models Transfer Better?
Simon Kornblith
Jonathon Shlens
Quoc V. Le
OOD
MLT
52
1,308
0
23 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection
Markus Braun
Sebastian Krebs
F. Flohr
D. Gavrila
ObjD
24
226
0
18 May 2018
Object detection at 200 Frames Per Second
Object detection at 200 Frames Per Second
Rakesh Mehta
Cemalettin Öztürk
ObjD
23
61
0
16 May 2018
Gradient-Leaks: Understanding and Controlling Deanonymization in
  Federated Learning
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning
Tribhuvanesh Orekondy
Seong Joon Oh
Yang Zhang
Bernt Schiele
Mario Fritz
PICV
FedML
341
37
0
15 May 2018
Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks
Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks
M. Bastan
Kim-Hui Yap
Lap-Pui Chau
32
6
0
28 Apr 2018
DetNet: A Backbone network for Object Detection
DetNet: A Backbone network for Object Detection
Zeming Li
Chao Peng
Gang Yu
Xiangyu Zhang
Yangdong Deng
Jian-jun Sun
ObjD
86
263
0
17 Apr 2018
Towards High Performance Video Object Detection for Mobiles
Towards High Performance Video Object Detection for Mobiles
Xizhou Zhu
Jifeng Dai
Xingchi Zhu
Yichen Wei
Lu Yuan
ObjD
20
49
0
16 Apr 2018
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object
  Detector
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
Shang-Tse Chen
Cory Cornelius
Jason Martin
Duen Horng Chau
ObjD
148
424
0
16 Apr 2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
Dima Damen
Hazel Doughty
G. Farinella
Sanja Fidler
Antonino Furnari
...
Davide Moltisanti
Jonathan Munro
Toby Perrett
Will Price
Michael Wray
EgoV
25
995
0
08 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving
  Pedestrian Detection
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection
Jiale Cao
Yanwei Pang
Xuelong Li
10
10
0
03 Apr 2018
SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle
  Detection
SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle Detection
Xiaowei Hu
Xuemiao Xu
Yongjie Xiao
Hao Chen
Shengfeng He
J. Qin
Pheng-Ann Heng
24
243
0
02 Apr 2018
Multi-scale Location-aware Kernel Representation for Object Detection
Multi-scale Location-aware Kernel Representation for Object Detection
Hao Wang
Qilong Wang
Mingqi Gao
P. Li
W. Zuo
ObjD
19
66
0
02 Apr 2018
A Survey on Deep Learning Methods for Robot Vision
A Survey on Deep Learning Methods for Robot Vision
Javier Ruiz-del-Solar
P. Loncomilla
Naiomi Soto
28
60
0
28 Mar 2018
Latency and Throughput Characterization of Convolutional Neural Networks
  for Mobile Computer Vision
Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision
Jussi Hanhirova
Teemu Kämäräinen
S. Seppälä
M. Siekkinen
V. Hirvisalo
Antti Ylä-Jääski
18
90
0
26 Mar 2018
Single-Shot Bidirectional Pyramid Networks for High-Quality Object
  Detection
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection
Xiongwei Wu
Daoxin Zhang
Jianke Zhu
S. Hoi
ObjD
27
33
0
22 Mar 2018
Deep Component Analysis via Alternating Direction Neural Networks
Deep Component Analysis via Alternating Direction Neural Networks
Calvin Murdock
Ming-Fang Chang
Simon Lucey
BDL
19
20
0
16 Mar 2018
Fully Convolutional Grasp Detection Network with Oriented Anchor Box
Fully Convolutional Grasp Detection Network with Oriented Anchor Box
Xinwen Zhou
Xuguang Lan
Hanbo Zhang
Zhiqiang Tian
Yang Zhang
Nanning Zheng
19
192
0
06 Mar 2018
Path Aggregation Network for Instance Segmentation
Path Aggregation Network for Instance Segmentation
Shu Liu
Lu Qi
Haifang Qin
Jianping Shi
Jiaya Jia
ISeg
SSeg
61
5,636
0
05 Mar 2018
Simultaneous Traffic Sign Detection and Boundary Estimation using
  Convolutional Neural Network
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network
Hee Seok Lee
Kang-jik Kim
16
129
0
27 Feb 2018
Large-Scale Object Discovery and Detector Adaptation from Unlabeled
  Video
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video
Aljosa Osep
P. Voigtlaender
Jonathon Luiten
Stefan Breuers
Bastian Leibe
ObjD
24
11
0
23 Dec 2017
DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car
DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car
Michael Bechtel
Elise McEllhiney
Minje Kim
H. Yun
22
103
0
19 Dec 2017
Quantization and Training of Neural Networks for Efficient
  Integer-Arithmetic-Only Inference
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
Benoit Jacob
S. Kligys
Bo Chen
Menglong Zhu
Matthew Tang
Andrew G. Howard
Hartwig Adam
Dmitry Kalenichenko
MQ
27
3,043
0
15 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in
  Video Classification
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
Saining Xie
Chen Sun
Jonathan Huang
Z. Tu
Kevin Patrick Murphy
3DH
11
1,308
0
13 Dec 2017
Symbol detection in online handwritten graphics using Faster R-CNN
Symbol detection in online handwritten graphics using Faster R-CNN
Frank D. Julca-Aguilar
N. Hirata
28
25
0
13 Dec 2017
Deep Regionlets for Object Detection
Deep Regionlets for Object Detection
Hongyu Xu
Xutao Lv
Xiaoyu Wang
Zhou Ren
Navaneeth Bodla
Rama Chellappa
ObjD
14
66
0
06 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection
Cascade R-CNN: Delving into High Quality Object Detection
Zhaowei Cai
Nuno Vasconcelos
ObjD
28
4,850
0
03 Dec 2017
Rank of Experts: Detection Network Ensemble
Rank of Experts: Detection Network Ensemble
Seung-Hwan Bae
Youngwan Lee
Y. Jo
Yuseok Bae
Joong-won Hwang
ObjD
26
5
0
01 Dec 2017
An Analysis of Scale Invariance in Object Detection - SNIP
An Analysis of Scale Invariance in Object Detection - SNIP
Bharat Singh
L. Davis
ObjD
30
735
0
22 Nov 2017
Fixing a Broken ELBO
Fixing a Broken ELBO
Alexander A. Alemi
Ben Poole
Ian S. Fischer
Joshua V. Dillon
Rif A. Saurous
Kevin Patrick Murphy
DRL
BDL
34
80
0
01 Nov 2017
Cascade Region Proposal and Global Context for Deep Object Detection
Cascade Region Proposal and Global Context for Deep Object Detection
Qiaoyong Zhong
Chao Li
Yingying Zhang
Di Xie
Shicai Yang
Shiliang Pu
ObjD
18
55
0
30 Oct 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an
  FPGA-Based Dataflow Platform
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform
Chaim Baskin
Natan Liss
Evgenii Zheltonozhskii
A. Bronstein
A. Mendelson
GNN
MQ
28
35
0
31 Jul 2017
Channel Pruning for Accelerating Very Deep Neural Networks
Channel Pruning for Accelerating Very Deep Neural Networks
Yihui He
Xiangyu Zhang
Jian-jun Sun
37
2,503
0
19 Jul 2017
Point Linking Network for Object Detection
Point Linking Network for Object Detection
Xinggang Wang
Kaibing Chen
Zilong Huang
Cong Yao
Wenyu Liu
ObjD
18
31
0
12 Jun 2017
Deformable Convolutional Networks
Deformable Convolutional Networks
Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
30
5,251
0
17 Mar 2017
Massive Exploration of Neural Machine Translation Architectures
Massive Exploration of Neural Machine Translation Architectures
D. Britz
Anna Goldie
Minh-Thang Luong
Quoc V. Le
13
516
0
11 Mar 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set
  for Object Detection in Video
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video
Esteban Real
Jonathon Shlens
S. Mazzocchi
Xin Pan
Vincent Vanhoucke
VOS
ObjD
26
534
0
02 Feb 2017
Towards Accurate Multi-person Pose Estimation in the Wild
Towards Accurate Multi-person Pose Estimation in the Wild
George Papandreou
Tyler Lixuan Zhu
Nori Kanazawa
Alexander Toshev
Jonathan Tompson
C. Bregler
Kevin Patrick Murphy
3DH
26
803
0
06 Jan 2017
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