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Activity Recognition

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
11
평가표
4
보존된 평가 기록
10

Human Activity Recognition is the problem of identifying events performed by humans given a video input. It is formulated as a binary (or multiclass) classification problem of outputting activity class labels. Activity Recognition is an important problem with many societal applications including smart surveillance, video search/retrieval, intelligent robots, and other monitoring systems.

Source: Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters

평가 결과

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NTU RGB+D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 135건

UCF101

원본 태스크: Activity Recognition / Action Recognition

평가 기록 91건

NTU RGB+D 120

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 83건

HMDB-51

원본 태스크: Activity Recognition / Action Recognition

평가 기록 77건

UCF101

원본 태스크: Activity Recognition / Action Recognition / Self-Supervised Action Recognition

평가 기록 52건

HMDB51

원본 태스크: Activity Recognition / Action Recognition / Self-Supervised Action Recognition

평가 기록 45건

Kinetics-Skeleton dataset

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 42건

AVA v2.2

원본 태스크: Activity Recognition / Action Recognition

평가 기록 38건

EPIC-KITCHENS-100

원본 태스크: Activity Recognition / Action Recognition

평가 기록 32건

NTU RGB+D

원본 태스크: Activity Recognition / Action Recognition

평가 기록 28건

CholecT50 (Challenge)

원본 태스크: Activity Recognition / Action Recognition / Action Triplet Recognition

평가 기록 27건

N-UCLA

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 25건

NTU RGB+D 120

원본 태스크: Activity Recognition / Action Recognition

평가 기록 21건

Diving-48

원본 태스크: Activity Recognition / Action Recognition

평가 기록 18건

ActivityNet

원본 태스크: Activity Recognition / Action Recognition

평가 기록 16건

AVA v2.1

원본 태스크: Activity Recognition / Action Recognition

평가 기록 15건

HMDB51 (finetuned)

원본 태스크: Activity Recognition / Action Recognition / Self-Supervised Action Recognition

평가 기록 14건

UCF101 (finetuned)

원본 태스크: Activity Recognition / Action Recognition / Self-Supervised Action Recognition

평가 기록 14건

J-HMDB

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 13건

Volleyball

원본 태스크: Activity Recognition / Group Activity Recognition

평가 기록 12건

THUMOS’14

원본 태스크: Activity Recognition / Action Recognition

평가 기록 10건

Casia V1+

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Image Manipulation Detection

평가 기록 9건

DSO-1

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Image Manipulation Detection

평가 기록 9건

EPIC-KITCHENS-100

원본 태스크: Activity Recognition / Action Recognition / Action Recognition In Videos / Action Anticipation

평가 기록 9건

EV-Action

원본 태스크: Activity Recognition / Multimodal Activity Recognition

평가 기록 9건

Jester (Gesture Recognition)

원본 태스크: Activity Recognition / Action Recognition / Action Recognition In Videos

평가 기록 9건

NTU RGB+D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Zero Shot Skeletal Action Recognition

평가 기록 9건

NTU RGB+D 120

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Zero Shot Skeletal Action Recognition

평가 기록 9건

SBU / SBU-Refine

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 9건

Sports-1M

원본 태스크: Activity Recognition / Action Recognition

평가 기록 9건

SYSU 3D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 9건

UAV-Human

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 9건

CAD-120

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 8건

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