HyperAI超神经

Object Detection

物体检测是计算机视觉领域的一项重要任务,旨在从图像中识别并定位特定对象。该任务通过算法自动检测图像中的目标物体,并返回其位置和类别信息,具有广泛的应用价值,如自动驾驶、安防监控、医疗影像分析等。物体检测技术的发展显著提升了机器对复杂环境的理解能力,为智能化系统提供了关键支持。

10,000 People - Human Pose Recognition Data
A Dataset of Multispectral Potato Plants Images
A2D
RL [10] Lpixel
AI-TOD
DNTR
AODRaw
Cascade RCNN (ConvNext-T, RAW pre-training)
AquaTrash
Aquavision
BDD100K
BDD100K val
hybrid incremental net
BigDetection val
Cascade R-CNN (R50-FPN)
C2A: Human Detection in Disaster Scenarios
CISOL - Track A - TD-TSR
CISOL - Track B - TSR-only
CityPersons
Cityscapes to Foggy Cityscapes
Clipart1k
MS COCO
MOAT-3 22K+1K
COCO+
RepPoints + Self-adaptation
COCO 2017
UniRepLKNet-XL++
COCO 2017 val
Mr. DETR (Swin-L, 1x, 4scale)
COCO
COCO minival
Co-DETR
COCO-O
EVA
COCO test-dev
LeYOLO-Nano
COCO val2017
Comic2k
CPPE-5
TridentNet
CrowdHuman
S-RCNN+Ours
CrowdHuman (full body)
IterDet (Faster RCNN, ResNet50, 2 iterations)
DeepTrash
YOLOv5
Drinking Waste Classification
Drone vs Bird
DSEC
ELEVATER
GLIP-T
EVD4UAV
EventPed
Extended TACO-1
EfficientDet-D2
Extended TACO-7
Extragalactic Planetary Nebulae
PNe within NGC1380 & NGC1404
FlickrLogos-32
Logo-Yolo
FLIR
MiPa
GEN1 Detection
ERGO-12
GMOT-40
iGDINO MAC-SORT
GQA
KnowZRel
GRAZPEDWRI-DX
YOLOv8x
India Driving Dataset
hybrid incremental net
IndustReal
YoloV8
InOutDoor
iSAID
PANet++
KITTI Cars Easy
KITTI Cars Hard
KITTI Cars Moderate
KITTI Cyclists Easy
KITTI Cyclists Hard
KITTI Cyclists Moderate
KITTI Pedestrians Easy
KITTI Pedestrians Hard
KITTI Pedestrians Moderate
LDD
LeukemiaAttri
LLVIP
LVIS v1.0
LVIS v1.0 minival
LVIS v1.0 val
Co-DETR (single-scale)
Manga109
Manga109-s 15test
YOLOX-L
MJU-Waste
MSCOCO
PP-PicoDet-L
MSCOCO
Multispectral Dataset
TarDAL
MUSES: MUlti-SEnsor Semantic perception dataset
Mask2Former (R50)
NAO
NII-CU MAPD
nuScenes
BIRANet(RGB+Radar)
Objects365
ODinW Full-Shot 13 Tasks
Grounding DINO 1.5 Pro
ODinW Full-shot 35 Tasks
OoDIS
UGainS
OpenImages-v6
PASCAL Part 2010 - Animals
Attention-based Joint Detection of Object and Semantic Part
PASCAL VOC
TinyissimoYOLO-v8
PASCAL VOC 10%
DETReg (ours)
PASCAL VOC 2007
YOLOv7+Inner-IoU
PASCAL VOC 2007 (15+5)
Faster R-CNN
PASCAL VOC 2012
PASCAL VOC 2012 test
SynCo (ResNet-50) 200ep
Pascal VOC to Clipart1K
MILA
PASCAL VOC to Comic2k
CDDMSL
PASCAL VOC to Watercolor2k
PeopleArt
PKU-DDD17-Car
CAFR
PKU-DDD17-Car
STN PLAD
MS-PAD
SA-Det-100k
Relation-DETR (ResNet50 1x)
SAR-AIRcraft-1.0
PGD-YOLOv8
SeaDronesSee
Synth Pretrained Faster R-CNN ResNeXt-101-FPN
SFCHD
YOLOv8+SCALE
SHEL5K
YOLO
SIXray
Optim [39] Lpixel
Songdo Vision
Geo-trax
SpaceNet 1
YOLT
SpaceNet 2
STCrowd
MMPedestron
SUN-RGBD val
CDSSD
TBBR
Swin-T (ImageNet-1k pretrain)
TexBiG 2022 test
TexBiG 2023 test
DetectoRS + LAEM
UA-DETRAC
VSTAM
UAVDT
FFAVOD-SpotNet with U-Net
UAVVaste
USB (Standard USB 1.0 protocol)
UniverseNet-20.08
VEDAI
GHOST
VisDrone- 1% labeled data
VisDrone - 10% labeled data
SSOD + Crop (L + U)
VisDrone - 5% labeled data
VisDrone-DET2019
CZ Det.
Visual Genome
Watercolor2k
WaterScenes
YOLOv8-M
Waymo 2D detection all_ns f0val
YOLOX-L
Waymo 2D detection all_ns test
UniverseNet
Waymo Open Dataset
LeapMotor_Det
WiderPerson
IterDet (Faster RCNN, ResNet50, 2 iterations)