Methods > Computer Vision > Object Detection Models

EfficientDet

Introduced by Tan et al. in EfficientDet: Scalable and Efficient Object Detection

EfficientDet is a type of object detection model, which utilizes several optimization and backbone tweaks, such as the use of a BiFPN, and a compound scaling method that uniformly scales the resolution,depth and width for all backbones, feature networks and box/class prediction networks at the same time.

Source: EfficientDet: Scalable and Efficient Object Detection

Latest Papers

PAPER DATE
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations
Bogdan IancuValentin SolovievLuca ZelioliJohan Lilius
2021-02-11
MiniVLM: A Smaller and Faster Vision-Language Model
JianFeng WangXiaowei HuPengchuan ZhangXiujun LiLijuan WangLei ZhangJianfeng GaoZicheng Liu
2020-12-13
An Efficient and Scalable Deep Learning Approach for Road Damage Detection
| Sadra Naddaf-shM-Mahdi Naddaf-ShAmir R. KashaniHassan Zargarzadeh
2020-11-18
An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset
Fares FouratiWided SouideneRabah Attia
2020-09-24
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
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection
Manu GoyalSaeed Hassanpour
2020-07-15
EfficientDet: Scalable and Efficient Object Detection
| Mingxing TanRuoming PangQuoc V. Le
2019-11-20

Components

COMPONENT TYPE
BiFPN
Feature Extractors

Categories