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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"

50 / 186 papers shown
Title
DPNet: Dynamic Pooling Network for Tiny Object Detection
DPNet: Dynamic Pooling Network for Tiny Object Detection
Luqi Gong
Haotian Chen
Y. Chen
Tianliang Yao
Chao Li
Shuai Zhao
Guangjie Han
ObjD
128
0
0
05 May 2025
Representation Learning on Out of Distribution in Tabular Data
Representation Learning on Out of Distribution in Tabular Data
Achmad Ginanjar
Xue Li
Priyanka Singh
Wen Hua
LMTD
175
0
0
17 Feb 2025
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards
Uddhav Bhattarai
Santosh Bhusal
Qin Zhang
Manoj Karkee
99
1
0
20 Jan 2025
MLMT-CNN for Object Detection and Segmentation in Multi-layer and
  Multi-spectral Images
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images
Majedaldein Almahasneh
A. Paiement
Xianghua Xie
Jean Aboudarham
25
4
0
19 Jul 2024
A Review and Implementation of Object Detection Models and Optimizations
  for Real-time Medical Mask Detection during the COVID-19 Pandemic
A Review and Implementation of Object Detection Models and Optimizations for Real-time Medical Mask Detection during the COVID-19 Pandemic
Ioanna C. Gogou
Dimitrios A. Koutsomitropoulos
3DH
26
2
0
28 May 2024
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer
  Learning for Skin Disease Classification in Long-Tail Distribution
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution
Zeynep Özdemir
H. Keles
Ö. Ö. Tanriöver
33
0
0
25 Apr 2024
Is Synthetic Image Useful for Transfer Learning? An Investigation into
  Data Generation, Volume, and Utilization
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization
Yuhang Li
Xin Dong
Chen Chen
Jingtao Li
Yuxin Wen
Michael Spranger
Lingjuan Lyu
DiffM
30
4
0
28 Mar 2024
Investigation of the Impact of Synthetic Training Data in the Industrial
  Application of Terminal Strip Object Detection
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection
Nico Baumgart
Markus Lange-Hegermann
Mike Mücke
18
1
0
06 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications,
  Challenges, and Future Trends
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
Abolfazl Younesi
Mohsen Ansari
Mohammadamin Fazli
A. Ejlali
Muhammad Shafique
Joerg Henkel
3DV
44
44
0
23 Feb 2024
LEOD: Label-Efficient Object Detection for Event Cameras
LEOD: Label-Efficient Object Detection for Event Cameras
Ziyi Wu
Mathias Gehrig
Qing Lyu
Xudong Liu
Igor Gilitschenski
25
12
0
29 Nov 2023
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer
  Detection
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection
Reza Basiri
M. Popovic
Shehroz S. Khan
21
3
0
27 Nov 2023
HOD: A Benchmark Dataset for Harmful Object Detection
HOD: A Benchmark Dataset for Harmful Object Detection
Eungyeom Ha
Heemook Kim
Sung Chul Hong
Dongbin Na
27
7
0
08 Oct 2023
End-to-End Spatio-Temporal Action Localisation with Video Transformers
End-to-End Spatio-Temporal Action Localisation with Video Transformers
A. Gritsenko
Xuehan Xiong
Josip Djolonga
Mostafa Dehghani
Chen Sun
Mario Lucic
Cordelia Schmid
Anurag Arnab
ViT
32
13
0
24 Apr 2023
A Framework for Benchmarking Real-Time Embedded Object Detection
A Framework for Benchmarking Real-Time Embedded Object Detection
M. Schlosser
D. König
Michael Teutsch
ObjD
11
0
0
23 Apr 2023
DeePLT: Personalized Lighting Facilitates by Trajectory Prediction of
  Recognized Residents in the Smart Home
DeePLT: Personalized Lighting Facilitates by Trajectory Prediction of Recognized Residents in the Smart Home
D. Safaei
Ali Sobhani
M. Fakhredanesh
22
5
0
17 Apr 2023
Directly Optimizing IoU for Bounding Box Localization
Directly Optimizing IoU for Bounding Box Localization
Mofassir ul Islam Arif
M. Jameel
Lars Schmidt-Thieme
9
1
0
14 Apr 2023
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera
  Configurations
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
M. Wong
M. Ramanujam
Guha Balakrishnan
Ravi Netravali
27
4
0
04 Apr 2023
Learned Two-Plane Perspective Prior based Image Resampling for Efficient
  Object Detection
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection
Anurag Ghosh
Dinesh Reddy Narapureddy
Christoph Mertz
S. Narasimhan
28
4
0
25 Mar 2023
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative
  and Negative to Polyp
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp
H. Qadir
I. Balasingham
Younghak Shin
MedIm
13
6
0
20 Feb 2023
Open Problems in Applied Deep Learning
Open Problems in Applied Deep Learning
M. Raissi
AI4CE
34
2
0
26 Jan 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal
  Behavior from Videos: A Survey
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey
Michael Perez
Corey Toler-Franklin
MedIm
26
14
0
15 Jan 2023
An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate
  Glucometer Readout
An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate Glucometer Readout
Navidreza Asadi
M. Goudarzi
14
1
0
04 Jan 2023
Universal Object Detection with Large Vision Model
Universal Object Detection with Large Vision Model
Feng-Huei Lin
Wenze Hu
Yaowei Wang
Yonghong Tian
Guangming Lu
Fanglin Chen
Yong-mei Xu
Xiaoyu Wang
VLM
ObjD
32
8
0
19 Dec 2022
Towards computer vision technologies: Semi-automated reading of
  automated utility meters
Towards computer vision technologies: Semi-automated reading of automated utility meters
M. Spichkova
J. V. Zyl
11
0
0
24 Nov 2022
Structural Knowledge Distillation for Object Detection
Structural Knowledge Distillation for Object Detection
Philip de Rijk
Lukas Schneider
Marius Cordts
D. Gavrila
19
24
0
23 Nov 2022
YORO -- Lightweight End to End Visual Grounding
YORO -- Lightweight End to End Visual Grounding
Chih-Hui Ho
Srikar Appalaraju
Bhavan A. Jasani
R. Manmatha
Nuno Vasconcelos
ObjD
21
21
0
15 Nov 2022
Using Detection, Tracking and Prediction in Visual SLAM to Achieve
  Real-time Semantic Mapping of Dynamic Scenarios
Using Detection, Tracking and Prediction in Visual SLAM to Achieve Real-time Semantic Mapping of Dynamic Scenarios
Xingyu Chen
Jianru Xue
Jianwu Fang
Yuxin Pan
Nanning Zheng
19
3
0
10 Oct 2022
Belief Revision based Caption Re-ranker with Visual Semantic Information
Belief Revision based Caption Re-ranker with Visual Semantic Information
Ahmed Sabir
Francesc Moreno-Noguer
Pranava Madhyastha
Lluís Padró
BDL
14
2
0
16 Sep 2022
Object Detection for Autonomous Dozers
Object Detection for Autonomous Dozers
Chunfang Liu
Burhaneddin Yaman
11
2
0
17 Aug 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks
Towards Large-Scale Small Object Detection: Survey and Benchmarks
Gong Cheng
Xiang Yuan
Xiwen Yao
Ke Yan
Qinghua Zeng
Xingxing Xie
Junwei Han
ObjD
19
305
0
28 Jul 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object
  Tracking and Counting
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
Justin Kay
Peter Kulits
Suzanne Stathatos
Siqi Deng
Erik Young
Sara Beery
Grant Van Horn
Pietro Perona
19
26
0
19 Jul 2022
A Survey on Collaborative DNN Inference for Edge Intelligence
A Survey on Collaborative DNN Inference for Edge Intelligence
Weiqing Ren
Yuben Qu
Chao Dong
Yuqian Jing
Hao Sun
Qihui Wu
Song Guo
28
49
0
16 Jul 2022
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper
Axel Lefrant
Jean-Marc Montanier
SLR
17
0
0
22 Jun 2022
Productive Reproducible Workflows for DNNs: A Case Study for Industrial
  Defect Detection
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection
Perry Gibson
José Cano
AI4CE
30
1
0
19 Jun 2022
An Image Processing Pipeline for Camera Trap Time-Lapse Recordings
An Image Processing Pipeline for Camera Trap Time-Lapse Recordings
M. Hilton
Mark T. Yamane
Leah M. Knezevich
11
0
0
10 Jun 2022
Transfer Learning for Instance Segmentation of Waste Bottles using Mask
  R-CNN Algorithm
Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm
Punitha Jaikumar
Rémy Vandaele
Varun Ojha
ISeg
14
7
0
15 Apr 2022
OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor
  Scenes
OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes
Jingrui Yu
Roman Seidel
G. Hirtz
ObjD
13
8
0
14 Apr 2022
Does Robustness on ImageNet Transfer to Downstream Tasks?
Does Robustness on ImageNet Transfer to Downstream Tasks?
Yutaro Yamada
Mayu Otani
OOD
18
27
0
08 Apr 2022
Unpaired Image Captioning by Image-level Weakly-Supervised Visual
  Concept Recognition
Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition
Peipei Zhu
Xiao Wang
Yong Luo
Zhenglong Sun
Wei-Shi Zheng
Yaowei Wang
C. L. P. Chen
22
12
0
07 Mar 2022
Multi-Grid Redundant Bounding Box Annotation for Accurate Object
  Detection
Multi-Grid Redundant Bounding Box Annotation for Accurate Object Detection
Solomon Negussie Tesema
E. Bourennane
ObjD
22
1
0
05 Jan 2022
AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platform
AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platform
A. D. Le
Duy A. Pham
Dong T. Pham
H. Vo
6
7
0
26 Dec 2021
Network-Aware 5G Edge Computing for Object Detection: Augmenting
  Wearables to "See" More, Farther and Faster
Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to "See" More, Farther and Faster
Zhongzheng Yuan
Tommy Azzino
Yu Hao
Yixuan Lyu
Haoyang Pei
...
W. Seiple
Yi Fang
S. Rangan
Yao Wang
John-Ross Rizzo
18
16
0
25 Dec 2021
Intersection focused Situation Coverage-based Verification and
  Validation Framework for Autonomous Vehicles Implemented in CARLA
Intersection focused Situation Coverage-based Verification and Validation Framework for Autonomous Vehicles Implemented in CARLA
Zaid Tahir
R. Alexander
11
9
0
24 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks:
  A Survey and Outlook
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook
S. Javed
Martin Danelljan
F. Khan
Muhammad Haris Khan
M. Felsberg
Jirí Matas
32
126
0
06 Dec 2021
CNN-based Omnidirectional Object Detection for HermesBot Autonomous
  Delivery Robot with Preliminary Frame Classification
CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification
Saian Protasov
Pavel A. Karpyshev
Ivan Kalinov
Pavel Kopanev
Nikita Mikhailovskiy
Alexander Sedunin
Dzmitry Tsetserukou
14
13
0
22 Oct 2021
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule
  Segmentation
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation
Syeda Furruka Banu
Md. Mostafa Kamal Sarker
M. Abdel-Nasser
D. Puig
Hatem A. Rashwan
22
22
0
11 Oct 2021
TxT: Crossmodal End-to-End Learning with Transformers
TxT: Crossmodal End-to-End Learning with Transformers
Jan-Martin O. Steitz
Jonas Pfeiffer
Iryna Gurevych
Stefan Roth
LRM
16
2
0
09 Sep 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection
Multilevel Knowledge Transfer for Cross-Domain Object Detection
Botos Csaba
Xiaojuan Qi
Arslan Chaudhry
P. Dokania
Philip H. S. Torr
OOD
22
8
0
02 Aug 2021
On-Device Content Moderation
On-Device Content Moderation
Anchal Pandey
Sukumar Moharana
D. Mohanty
Archit Panwar
D. Agarwal
S. Thota
11
7
0
25 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection
CBNet: A Composite Backbone Network Architecture for Object Detection
Tingting Liang
Xiao Chu
Yudong Liu
Yongtao Wang
Zhi Tang
Wei Chu
Jingdong Chen
Haibin Ling
ObjD
13
161
0
01 Jul 2021
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