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Pose Estimation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
17
평가표
31
보존된 평가 기록
235

Pose Estimation is a computer vision task where the goal is to detect the position and orientation of a person or an object. Usually, this is done by predicting the location of specific keypoints like hands, head, elbows, etc. in case of Human Pose Estimation.

A common benchmark for this task is MPII Human Pose

<span style="color:grey; opacity: 0.6">( Image credit: Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose )</span>

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

3DPW

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation

평가 기록 119건

MPI-INF-3DHP

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation

평가 기록 107건

Human3.6M

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation

평가 기록 88건

MSU Super-Resolution for Video Compression

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Absolute Human Pose Estimation / 3D Face Animation / Video Super-Resolution

평가 기록 85건

Human3.6M

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / Monocular 3D Human Pose Estimation

평가 기록 52건

MSU Video Upscalers: Quality Enhancement

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Absolute Human Pose Estimation / 3D Face Animation / Video Super-Resolution

평가 기록 48건

COCO test-dev

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation

평가 기록 47건

MPII Human Pose

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation

평가 기록 46건

FreiHAND

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Hand Pose Estimation / 3D Hand Pose Estimation

평가 기록 33건

Human3.6M

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Human Pose Forecasting

평가 기록 33건

Human3.6M

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / Weakly-supervised 3D Human Pose Estimation

평가 기록 32건

HumanEva-I

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation

평가 기록 31건

BIWI

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Head Pose Estimation

평가 기록 29건

CrowdPose

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Multi-Person Pose Estimation

평가 기록 28건

Shelf

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Multi-Person Pose Estimation

평가 기록 27건

Vid4 - 4x upscaling

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Absolute Human Pose Estimation / 3D Face Animation / Video Super-Resolution

평가 기록 27건

AFLW2000

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Head Pose Estimation

평가 기록 25건

HO-3D v2

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Hand Pose Estimation / 3D Hand Pose Estimation

평가 기록 24건

LineMOD

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 6D Pose Estimation using RGB

평가 기록 22건

MuPoTS-3D

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Multi-Person Pose Estimation / 3D Multi-Person Pose Estimation (root-relative)

평가 기록 20건

Panoptic

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Multi-Person Pose Estimation

평가 기록 20건

KITTI Cars Hard

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Vehicle Pose Estimation

평가 기록 19건

OCHuman

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation

평가 기록 19건

Leeds Sports Poses

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation

평가 기록 18건

Vid4 - 4x upscaling - BD degradation

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Absolute Human Pose Estimation / 3D Face Animation / Video Super-Resolution

평가 기록 18건

NYU Hands

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Hand Pose Estimation

평가 기록 17건

Campus

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Multi-Person Pose Estimation

평가 기록 16건

COCO test-dev

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Keypoint Detection

평가 기록 16건

COCO test-dev

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Multi-Person Pose Estimation

평가 기록 15건

ICVL Hands

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / Hand Pose Estimation

평가 기록 15건

MuPoTS-3D

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation / 3D Multi-Person Pose Estimation / 3D Multi-Person Pose Estimation (absolute)

평가 기록 14건

Total Capture

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation

평가 기록 14건

EMDB

원본 태스크: 1 Image, 2*2 Stitchi / Pose Estimation / 3D Human Pose Estimation

평가 기록 13건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.