Action Spotting

14 papers with code • 2 benchmarks • 3 datasets

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Use these libraries to find Action Spotting models and implementations
3 papers

Most implemented papers

SoccerNet 2022 Challenges Results

soccernet/sn-calibration 5 Oct 2022

The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team.

SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos

SilvioGiancola/SoccerNetv2-DevKit 26 Nov 2020

In this work, we propose SoccerNet-v2, a novel large-scale corpus of manual annotations for the SoccerNet video dataset, along with open challenges to encourage more research in soccer understanding and broadcast production.

SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos

SilvioGiancola/SoccerNet-code 12 Apr 2018

A total of 6, 637 temporal annotations are automatically parsed from online match reports at a one minute resolution for three main classes of events (Goal, Yellow/Red Card, and Substitution).

Feature Combination Meets Attention: Baidu Soccer Embeddings and Transformer based Temporal Detection

baidu-research/vidpress-sports 28 Jun 2021

With rapidly evolving internet technologies and emerging tools, sports related videos generated online are increasing at an unprecedentedly fast pace.

Spotting Temporally Precise, Fine-Grained Events in Video

soccernet/sn-spotting 20 Jul 2022

We introduce the task of spotting temporally precise, fine-grained events in video (detecting the precise moment in time events occur).

Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization

HumamAlwassel/action-search ECCV 2018

To address this need, we propose the new problem of action spotting in video, which we define as finding a specific action in a video while observing a small portion of that video.

A Context-Aware Loss Function for Action Spotting in Soccer Videos

cioppaanthony/context-aware-loss CVPR 2020

We benchmark our loss on a large dataset of soccer videos, SoccerNet, and achieve an improvement of 12. 8% over the baseline.

Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts

SilvioGiancola/SoccerNetv2-DevKit 14 Apr 2021

In this paper, we focus our analysis on action spotting in soccer broadcast, which consists in temporally localizing the main actions in a soccer game.

Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors

yahoo/spivak 20 May 2022

We present a model for temporally precise action spotting in videos, which uses a dense set of detection anchors, predicting a detection confidence and corresponding fine-grained temporal displacement for each anchor.

Action Spotting using Dense Detection Anchors Revisited: Submission to the SoccerNet Challenge 2022

yahoo/spivak 15 Jun 2022

Our submission was based on a recently proposed method which focuses on increasing temporal precision via a densely sampled set of detection anchors.