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物体检测

对象检测是计算机视觉中的重要任务,旨在从图像中识别和定位特定对象。该任务通过算法实现对图像中多个对象的类别判断和边界框定位,广泛应用于自动驾驶、安防监控、医疗影像分析等领域,具有重要的应用价值和研究意义。

排行榜

共计 7 个模型

基准测试

BDD100K val
COCO test-dev
COCO minival
COCO-O
EVA
COCO 2017 val
PASCAL VOC 2007
COCO 2017
RetinaNet
CrowdHuman (full body)
CPPE-5
LVIS v1.0 val
EVA
Manga109-s 15test
Waymo 2D detection all_ns f0val
PKU-DDD17-Car
GEN1 Detection
USB (Standard USB 1.0 protocol)
DSEC
SeaDronesSee
SFCHD
UA-DETRAC
ODinW Full-Shot 13 Tasks
AI-TOD
MSCOCO
UAVDT
NAO
PASCAL VOC 2012
TBBR
Swin-T (ImageNet-1k pretrain)
BigDetection val
PeopleArt
VisDrone-DET2019
EventPed
GRAZPEDWRI-DX
LVIS v1.0 minival
InOutDoor
iSAID
STCrowd
Waymo Open Dataset
WaterScenes
WiderPerson
KITTI Cars Easy
KITTI Cars Hard
India Driving Dataset
KITTI Cars Moderate
Visual Genome
MS COCO
FlickrLogos-32
VEDAI
OoDIS
Mask2Anomaly
Drone vs Bird
nuScenes
PASCAL VOC 10%
SA-Det-100k
SIXray
SpaceNet 2
IndustReal
COCO
DOTA
ODinW Full-shot 35 Tasks
OpenImages-v6
Pascal VOC to Clipart1K
MILA
10,000 People - Human Pose Recognition Data
A Dataset of Multispectral Potato Plants Images
A2D
AODRaw
AquaTrash
BDD100K
C2A: Human Detection in Disaster Scenarios
CISOL - Track A - TD-TSR
CISOL - Track B - TSR-only
CityPersons
Cityscapes to Foggy Cityscapes
Clipart1k
COCO+
COCO val2017
Comic2k
CrowdHuman
DeepTrash
Drinking Waste Classification
EVD4UAV
Extended TACO-1
Extended TACO-7
Extragalactic Planetary Nebulae
FLIR
GMOT-40
GQA
KITTI Cyclists Easy
KITTI Cyclists Hard
KITTI Cyclists Moderate
KITTI Pedestrians Easy
KITTI Pedestrians Hard
KITTI Pedestrians Moderate
LDD
LeukemiaAttri
LLVIP
LVIS v1.0
MAR20
MJU-Waste
MUSES: MUlti-SEnsor Semantic perception dataset
NII-CU MAPD
Objects365
PASCAL Part 2010 - Animals
PASCAL VOC
PASCAL VOC 2007 (15+5)
PASCAL VOC 2012 test
PASCAL VOC to Comic2k
PASCAL VOC to Watercolor2k
STN PLAD
SAR-AIRcraft-1.0
SHEL5K
Songdo Vision
SpaceNet 1
SUN-RGBD val
TexBiG 2022 test
TexBiG 2023 test
UAVVaste
VisDrone- 1% labeled data
VisDrone - 10% labeled data
VisDrone - 5% labeled data
Watercolor2k
Waymo 2D detection all_ns test
Manga109
ELEVATER
GLIP-T
Multispectral Dataset
TarDAL
PKU-DDD17-Car