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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
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata Yingzhe Shen Yaesop Lee H. Kwon D. Conover Shuvra S. Bhattacharyya Nikolas Vale Joshua D. Gray G. J. Leong Kenneth D. Evensen Frank E. Skirlo 110 10 0 31 Aug 2022
Swin-transformer-yolov5 For Real-time Wine Grape Bunch Detection Shenglian Lu Xiaoyu Liu Zixaun He Wenbo Liu Xin Zhang Manoj Karkee 84 40 0 30 Aug 2022
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios Hao Xu Yue Liu Fei Zhong 54 54 0 29 Aug 2022
Real-Time Mask Detection Based on SSD-MobileNetV2 Chen Cheng CVBM 50 9 0 29 Aug 2022
Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures Mostafa Jahanifar A. Shephard Neda Zamanitajeddin S. Graham S. Raza F. Minhas Nasir M. Rajpoot OOD 82 20 0 26 Aug 2022
ssFPN: Scale Sequence (S^2) Feature Based-Feature Pyramid Network for Object Detection Hye-Jin Park Y. Choi Young-Woon Lee Byung-Gyu Kim ObjD 75 13 0 24 Aug 2022
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors Gongjie Zhang Zhipeng Luo Zichen Tian Yingchen Yu Jingyi Zhang Shijian Lu 99 29 0 24 Aug 2022
Why is the video analytics accuracy fluctuating, and what can we do about it? Sibendu Paul Kunal Rao G. Coviello Murugan Sankaradas Oliver Po Y. C. Hu S. Chakradhar AAML 77 3 0 23 Aug 2022
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement Zhi-Qi Cheng Qianwen Dai Siyao Li Teruko Mitamura Alexander G. Hauptmann 72 37 0 18 Aug 2022
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia ObjD 115 144 0 18 Aug 2022
Object Detection for Autonomous Dozers Chunfang Liu Burhaneddin Yaman 68 2 0 17 Aug 2022
Blind-Spot Collision Detection System for Commercial Vehicles Using Multi Deep CNN Architecture M. Muzammel M. Yusoff M. N. Saad Faryal Sheikh M. Awais 36 10 0 17 Aug 2022
Context-Aware Streaming Perception in Dynamic Environments Gur-Eyal Sela Ionel Gog J. Wong Kumar Krishna Agrawal Xiangxi Mo ... Eric Leong Xin Wang Bharathan Balaji Joseph E. Gonzalez Ion Stoica 78 10 0 16 Aug 2022
Optimizing Anchor-based Detectors for Autonomous Driving Scenes Xianzhi Du Wei-Chih Hung Nayeon Lee ObjD 31 1 0 11 Aug 2022
Label-Free Synthetic Pretraining of Object Detectors Hei Law Jia Deng 76 4 0 08 Aug 2022
No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects Raja Sunkara Tie-Mei Luo ObjD 66 346 0 07 Aug 2022
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph Hieu H. Pham H. Q. Nguyen H. T. Nguyen T. Le M. Dao MedIm 113 16 0 06 Aug 2022
GLASS: Global to Local Attention for Scene-Text Spotting Roi Ronen Shahar Tsiper Oron Anschel I. Lavi Amir Markovitz R. Manmatha 76 44 0 05 Aug 2022
YOLO-FaceV2: A Scale and Occlusion Aware Face Detector Ziping Yu Hongbo Huang Weijun Chen Yongxin Su Yahui Liu Xiu-Ying Wang ObjD CVBM 90 185 0 03 Aug 2022
Localization and Classification of Parasitic Eggs in Microscopic Images Using an EfficientDet Detector Nouar Aldahoul Hezerul Abdul Karim S. L. Kee M. J. Tan 53 7 0 03 Aug 2022
A Real-time Edge-AI System for Reef Surveys Yongqian Li Jiajun Liu Brano Kusy Ross Marchant Brendan Do ... Jeremy Oorloff Peyman Moghadam R. Babcock Megha Malpani Ard A. J. Oerlemans 32 6 0 01 Aug 2022
Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion Gongjie Zhang Zhipeng Luo Jiaxing Huang Shijian Lu Eric Xing ViT 98 21 0 28 Jul 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 108 343 0 28 Jul 2022
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance Aref Miri Rekavandi Lian Xu F. Boussaïd A. Seghouane Stephen Hoefs Bennamoun ObjD 79 22 0 26 Jul 2022
MobileDenseNet: A new approach to object detection on mobile devices Mohammadali Hajizadeh Mohammad Sabokrou A. Rahmani ObjD 42 7 0 22 Jul 2022
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision Caleb Tung Abhinav Goel Xiao Hu Nick Eliopoulos Emmanuel S. Amobi George K. Thiruvathukal Vipin Chaudhary Yu Lu 37 3 0 21 Jul 2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching Qiang-qiang Wang Shaoshuai Shi Kaiyong Zhao Xiaowen Chu 40 5 0 20 Jul 2022
You Should Look at All Objects Zhenchao Jin Dongdong Yu Luchuan Song Zehuan Yuan Lequan Yu ObjD 62 23 0 16 Jul 2022
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization Bingjie Xu Shunan Guo Eunyee Koh Jane Hoffswell Ryan Rossi F. Du 21 11 0 15 Jul 2022
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and Recognition Jingjing Wu Pengyuan Lyu Guangming Lu Chengquan Zhang Wenjie Pei 68 3 0 15 Jul 2022
Instance Shadow Detection with A Single-Stage Detector Tianyu Wang Xiaowei Hu Pheng-Ann Heng Chi-Wing Fu 85 28 0 11 Jul 2022
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection Jinpeng Li Hai-yang Jin Tianran Ouyang Ling Shao Pheng-Ann Heng ViT 47 16 0 08 Jul 2022
Deep learning based Hand gesture recognition system and design of a Human-Machine Interface A. Sen Tapas Kumar Mishra Ratnakar Dash 56 12 0 07 Jul 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 179 6,654 0 06 Jul 2022
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation Yifan Zhang Qijian Zhang Zhiyu Zhu Junhui Hou Yixuan Yuan 3DPC 126 56 0 06 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow Estimation Zhiwei Lin Tingting Liang Taihong Xiao Yongtao Wang Zhi Tang Ming-Hsuan Yang 77 0 0 04 Jul 2022
QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration A. Inci Siri Garudanagiri Virupaksha Aman Jain Ting-Wu Chin Venkata Vivek Thallam Ruizhou Ding Diana Marculescu MQ 44 3 0 30 Jun 2022
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection Tim Broedermann Daniel Gehrig Dengxin Dai Luc Van Gool 136 31 0 30 Jun 2022
Automated Wheat Disease Detection using a ROS-based Autonomous Guided UAV Behzad Safarijalal Yousef Alborzi E. Najafi 8 7 0 30 Jun 2022
Turbo: Opportunistic Enhancement for Edge Video Analytics Yan Lu Shiqi Jiang Ting Cao Yuanchao Shu 84 29 0 29 Jun 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Vitaliy Chiley Vithursan Thangarasa Abhay Gupta Anshul Samar Joel Hestness D. DeCoste 85 8 0 28 Jun 2022
Efficient Deep Learning Using Non-Volatile Memory Technology A. Inci Mehmet Meric Isgenc Diana Marculescu 98 3 0 27 Jun 2022
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot Federico Ceola Elisa Maiettini Giulia Pasquale Giacomo Meanti Lorenzo Rosasco Lorenzo Natale SSeg VLM 46 4 0 27 Jun 2022
Woodscape Fisheye Object Detection for Autonomous Driving -- CVPR 2022 OmniCV Workshop Challenge Saravanabalagi Ramachandran Ganesh Sistu V. Kumar J. McDonald S. Yogamani 75 5 0 26 Jun 2022
BIMS-PU: Bi-Directional and Multi-Scale Point Cloud Upsampling Yechao Bai Xiaogang Wang Marcelo H. Ang Jr Daniela Rus 3DPC 111 5 0 25 Jun 2022
DetIE: Multilingual Open Information Extraction Inspired by Object Detection Michael Vasilkovsky Anton M. Alekseev Valentin Malykh Ilya Shenbin E. Tutubalina D. Salikhov Mikhail Stepnov Andrey Chertok Sergey I. Nikolenko VLM 69 18 0 24 Jun 2022
YOLOSA: Object detection based on 2D local feature superimposed self-attention Weisheng Li Lin Huang 3DH 102 10 0 23 Jun 2022
Complementary datasets to COCO for object detection Ali Borji VLM ObjD 52 4 0 23 Jun 2022
covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning J. Joseph Mahesh Raveendranatha Panicker Yale Tung Chen K. Chandrasekharan Vimal Chacko Mondy A. Ayyappan J. Valakkada K. Narayan 22 1 0 21 Jun 2022
HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction Yi Hu Wenxin Shao Bo Jiang Jiajie Chen Siqi Chai Zhening Yang Jingyu Qian Helong Zhou Qiang Liu AI4CE 76 14 0 21 Jun 2022