Darknet-53

Introduced by Redmon et al. in YOLOv3: An Incremental Improvement

Darknet-53 is a convolutional neural network that acts as a backbone for the YOLOv3 object detection approach. The improvements upon its predecessor Darknet-19 include the use of residual connections, as well as more layers.

Source: YOLOv3: An Incremental Improvement

Latest Papers

PAPER DATE
A System for Automatic Rice Disease Detectionfrom Rice Paddy Images Serviced via a Chatbot
Pitchayagan TemniranratKantip KiratiratanaprukApichon KitvimonratWasin SinthupinyoSujin Patarapuwadol
2020-11-21
Scaled-YOLOv4: Scaling Cross Stage Partial Network
| Chien-Yao WangAlexey BochkovskiyHong-Yuan Mark Liao
2020-11-16
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving
Seontaek OhJi-Hwan YouYoung-Keun Kim
2020-11-16
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning
Debesh JhaSharib AliHåvard D. JohansenDag D. JohansenJens RittscherMichael A. RieglerPål Halvorsen
2020-11-15
An improved helmet detection method for YOLOv3 on an unbalanced dataset
Rui GengYixuan MaWanhong Huang
2020-11-09
Real-time object detection method based on improved YOLOv4-tiny
Zicong JiangLiquan ZhaoShuaiyang LiYanfei Jia
2020-11-09
Handgun detection using combined human pose and weapon appearance
Jesus Ruiz-SantaquiteriaAlberto Velasco-MataNoelia VallezGloria BuenoJuan Antonio AlvarezOscar Deniz
2020-10-26
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis
Vishal MandalAbdul Rashid MussahYaw Adu-Gyamfi
2020-10-21
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
ran XuChen-Lin ZhangPengcheng WangJayoung LeeSubrata MitraSomali ChaterjiYin LiSaurabh Bagchi
2020-10-21
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system
Jia-Yi ChangYan-Feng LuYa-Jun LiuBo ZhouHong Qiao
2020-10-09
YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors
Kamil KowolMatthias RottmannStefan BrackeHanno Gottschalk
2020-10-07
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection
Marius SchubertKarsten KahlMatthias Rotmann
2020-10-04
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
A Mobile App for Wound Localization using Deep Learning
D. M. AnisuzzamanYash PatelJeffrey NiezgodaSandeep GopalakrishnanZeyun Yu
2020-09-15
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Yuxuan CaiHongjia LiGeng YuanWei NiuYanyu LiXulong TangBin RenYanzhi Wang
2020-09-12
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
Tiago AzevedoRené de JongPartha Maji
2020-09-07
LogoDet-3K: A Large-Scale Image Dataset for Logo Detection
| Jing WangWeiqing MinSujuan HouShengnan MaYuanjie ZhengShuqiang Jiang
2020-08-12
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Giulio LovisottoHenry TurnerIvo SluganovicMartin StrohmeierIvan Martinovic
2020-07-08
Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects
| Dimitrios I. KoutrasAthanasios Ch. KapoutsisElias B. Kosmatopoulos
2020-07-02
Expandable YOLO: 3D Object Detection from RGB-D Images
Masahiro TakahashiAlessandro MoroYonghoon JiKazunori Umeda
2020-06-26
Few-shot Object Detection on Remote Sensing Images
Jingyu DengXiang LiYi Fang
2020-06-14
Black-box Explanation of Object Detectors via Saliency Maps
Vitali PetsiukRajiv JainVarun ManjunathaVlad I. MorariuAshutosh MehraVicente OrdonezKate Saenko
2020-06-05
Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades
Aifu HanYongze ZhangAjuan LiChangjin LiFengying ZhaoQiujie DongQin LiuYanting LiuXimei ShenSunjie YanShengzong Zhou
2020-06-03
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3
Petr HurtikVojtech MolekJan HulaMarek VajglPavel VlasanekTomas Nejezchleba
2020-05-27
Apple Defect Detection Using Deep Learning Based Object Detection For Better Post Harvest Handling
Paolo Valdez
2020-05-12
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique
Masahiro OdaTakefumi YamaguchiHideki FukuokaYuta UenoKensaku Mori
2020-05-04
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
WQT and DG-YOLO: towards domain generalization in underwater object detection
Hong LiuPinhao SongRunwei Ding
2020-04-14
Improved YOLOv3 Object Classification in Intelligent Transportation System
Yang ZhangChanghui HuXiaobo Lu
2020-04-08
Effect of Annotation Errors on Drone Detection with YOLOv3
| Aybora KoksalKutalmis Gokalp InceA. Aydin Alatan
2020-04-02
DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
Priyanto HidayatullahXueting WangToshihiko YamasakiTati L. E. R. MengkoRinaldi MunirAnggraini BarlianEros SukmawatiSupraptono Supraptono
2020-03-03
Fast and Regularized Reconstruction of Building Façades from Street-View Images using Binary Integer Programming
Han HuLibin WangMier ZhangYulin DingQing Zhu
2020-02-20
Real-Time target detection in maritime scenarios based on YOLOv3 model
Alessandro BettiBenedetto MichelozziAndrea BracciAndrea Masini
2020-02-10
Real-Time Object Detection and Recognition on Low-Compute Humanoid Robots using Deep Learning
Sayantan ChatterjeeFaheem H. ZunjaniSouvik SenGora C. Nandi
2020-01-20
RSnet: An improvement for Darknet
Shengquan WangAng LiJiying ChenBaoyu ZhengJiaxin JiLi Xianglong
2020-01-16
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network
Yao XiangWanxin SunChangli PanMeng YanZhihua YinYixiong Liang
2019-12-14
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
| Chien-Yao WangHong-Yuan Mark LiaoI-Hau YehYueh-Hua WuPing-Yang ChenJun-Wei Hsieh
2019-11-27
Learning Spatial Fusion for Single-Shot Object Detection
| Songtao LiuDi HuangYunhong Wang
2019-11-21
AI-based Pilgrim Detection using Convolutional Neural Networks
Marwa Ben JabraAdel AmmarAnis KoubaaOmar CheikhrouhouHabib Hamam
2019-11-18
Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning
Anis KoubaaAdel AmmarBilel BenjdiraAbdullatif Al-HadidBelal KawafSaleh Ali Al-YahriAbdelrahman BabikerKoutaiba AssafMohannad Ba Ras
2019-11-11
On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance
Madhu KiranVivek TiwariLe Thanh Nguyen-MeidineEric Granger
2019-10-31
Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3
Adel AmmarAnis KoubaaMohanned AhmedAbdulrahman Saad
2019-10-16
OmniTrack: Real-time detection and tracking of objects, text and logos in video
Hannes FassoldRidouane Ghermi
2019-10-14
Deep Neural Network Compression for Image Classification and Object Detection
| Georgios TzelepisAhraz AsifSaimir BaciSelcuk CavdarEren Erdal Aksoy
2019-10-07
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection
| Alexander WongMahmoud FamuoriMohammad Javad ShafieeFrancis LiBrendan ChwylJonathan Chung
2019-10-03
Kidney Recognition in CT Using YOLOv3
Andréanne Lemay
2019-10-03
Training-Time-Friendly Network for Real-Time Object Detection
| Zili LiuTu ZhengGuodong XuZheng YangHaifeng LiuDeng Cai
2019-09-02
HishabNet: Detection, Localization and Calculation of Handwritten Bengali Mathematical Expressions
Md Nafee Al IslamSiamul Karim Khan
2019-09-02
A Fast and Accurate One-Stage Approach to Visual Grounding
| Zhengyuan YangBoqing GongLiwei WangWenbing HuangDong YuJiebo Luo
2019-08-18
Explicit Shape Encoding for Real-Time Instance Segmentation
| Wenqiang XuHaiyang WangFubo QiCewu Lu
2019-08-12
Dynamic Region Division for Adaptive Learning Pedestrian Counting
Gaoqi HeZhenwei MaBinhao HuangBin ShengYubo Yuan
2019-08-12
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications
| Pengyi ZhangYunxin ZhongXiaoqiong Li
2019-07-25
On Physical Adversarial Patches for Object Detection
Mark LeeZico Kolter
2019-06-20
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors
Mohammad Mahdi DerakhshaniSaeed MasoudniaAmir Hossein ShakerOmid MersaMohammad Amin SadeghiMohammad RastegariBabak N. Araabi
2019-06-12
FSD: Feature Skyscraper Detector for Stem End and Blossom End of Navel Orange
Xiaoye SunGongyan LiShaoyun Xu
2019-05-24
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving
| Jiwoong ChoiDayoung ChunHyun KimHyuk-Jae Lee
2019-04-09
FCOS: Fully Convolutional One-Stage Object Detection
| Zhi TianChunhua ShenHao ChenTong He
2019-04-02
Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim
| Farzad FarshchiQijing HuangHeechul Yun
2019-03-05
Bag of Freebies for Training Object Detection Neural Networks
| Zhi ZhangTong HeHang ZhangZhongyue ZhangJunyuan XieMu Li
2019-02-11
Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3
| Bilel BenjdiraTaha KhursheedAnis KoubaaAdel AmmarKais Ouni
2018-12-28
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
| Michael A. AlcornQi LiZhitao GongChengfei WangLong MaiWei-Shinn KuAnh Nguyen
2018-11-28
YOLOv3: An Incremental Improvement
| Joseph RedmonAli Farhadi
2018-04-08

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