Fine-grained Action Recognition

14 papers with code • 0 benchmarks • 1 datasets

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Datasets


Most implemented papers

Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition

jhong93/vpd ICCV 2021

This leads to poor accuracy when downstream tasks, such as action recognition, depend on pose.

Real-time Action Recognition for Fine-Grained Actions and The Hand Wash Dataset

grassknoted/Modified-Two-Stream-Fusion-for-Real-time-ActionRecognition 13 Oct 2022

In this paper we present a three-stream algorithm for real-time action recognition and a new dataset of handwash videos, with the intent of aligning action recognition with real-world constraints to yield effective conclusions.

Fine-grained Action Analysis: A Multi-modality and Multi-task Dataset of Figure Skating

dingyn-reno/mmfs 6 Jul 2023

MMFS, which possesses action recognition and action quality assessment, captures RGB, skeleton, and is collected the score of actions from 11671 clips with 256 categories including spatial and temporal labels.

Understanding Long Videos in One Multimodal Language Model Pass

kahnchana/mvu 25 Mar 2024

In addition to faster inference, we discover the resulting models to yield surprisingly good accuracy on long-video tasks, even with no video specific information.