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action_recognition's Introduction

Action recognition model

Install environment

pip install -r requirements.txt

Dataset

Data format

  • Home (Home_01.zip and Home_02.zip) and Coffee room (Coffee_room_01.zip and Coffee_room_02.zip)

  • For each video, the annotation is given video (i).txt in Annotation_files. Each annotation file contains each file contains:

    • The frame number of the beginning of the fall
    • The frame number of the end of the fall
    • The height, the width and the coordinates of the center of the bounding box for each frame

MHI(Motion History Image) process:

Le2i data

  • Le2i - Laboratoire Electronique, Informatique et Image](Le2i - Laboratoire Electronique, Informatique et Image) [1]. A dataset contains four scenes:
    • Home(60 videos), Coffee room(70 videos), Office(64 videos), Lecture room(27 videos)
  • Only Home and Coffee room subset have 'Annotation_files', which describe the frame number of the beginning and end of the fall.
    • FORMAT: 320x240 25FPS.
    • High quality. Single person.
    • A large-volume dataset.

Data reference

action_recognition's People

Contributors

lyvanvuong02011996 avatar

Watchers

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