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actiondetection

Spatio-Temporal Action Detection

https://github.com/yzfly/actiondetection

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Committers with academic emails
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.0%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Spatio-Temporal Action Detection

Basic Info
  • Host: GitHub
  • Owner: yzfly
  • License: apache-2.0
  • Default Branch: master
  • Size: 120 MB
Statistics
  • Stars: 7
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 4 years ago · Last pushed about 4 years ago
Metadata Files
Readme License Citation

README.md

Introduction

MMDetection SlowFast MMDetection


Installation

MMDetection * mmdetection

python pip install opencv-python decord pytorchvideo ipdb

Getting Started

( MMDetection

Deformable DETR (ICLR'2021)

export CUDA_VISIBLE_DEVICES=0 python action_det.py --video demo/run_the_city.mp4 --imsize 224 \ --config configs/deformable_detr/deformable_detr_twostage_refine_r50_16x2_50e_coco.py \ --checkpoint weights/deformable_detr_twostage_refine_r50_16x2_50e_coco_20210419_220613-9d28ab72.pth \ --out demo/run_the_city_demo.mp4

YOLOX (CVPR'2021)

export CUDA_VISIBLE_DEVICES=0 python action_det.py --video demo/run_the_city.mp4 --imsize 224 \ --config configs/yolox/yolox_x_8x8_300e_coco.py \ --checkpoint weights/yolox_x_8x8_300e_coco_20211126_140254-1ef88d67.pth \ --out demo/run_the_city_demo.mp4

and more ...

More Results


References

Thanks for these wonderful works:

[1] mmdetection

[2] yolo_slowfast

[3] ZQPei/deepsort

[4] FAIR/PytorchVideo

[5] AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions. paper

[6] SlowFast Networks for Video Recognition. paper

Owner

  • Login: yzfly
  • Kind: user

GitHub Events

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Committers

Last synced: about 1 year ago

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  • Total Commits: 1
  • Total Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
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  • Avg Commits per committer: 0.0
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yzfly y****e@g****m 1

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Last synced: about 1 year ago

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