Videos

MPII Cooking 2 Dataset

Introduced in Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data

About this Dataset

A dataset which provides detailed annotations for activity recognition.

Source: Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data

Dataset Variants

MPII Cooking 2 Dataset

Papers1

Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data

This work explores how human pose and hands can help to approach the challenge of detecting fine-grained activities by comparing two pose-based and two hand-centric features with state-of-the-art holistic features and finds that decomposition into attributes allows sharing information across composites and is essential to attack this hard task.

Tasks

EDIT

Activity Recognition Temporal Action Localization Action Detection Action Segmentation

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Statistics

Papers

1

Tasks

64

Modalities

Videos