EPIC-Player

Epic-kitchen dataset [1] video player with all annotation.

Getting Started

This video player plays a video directly from the frames of EPIC kitchen dataset enriched with objects and actions annotations on each annotated frame.

Prerequisites

• cv2
• pandas
• glob
• tqdm

Clone this repo

This repo has annotation files extracted per video for fast indexing.

git clone https://github.com/Nachwa/epic-player.git

Run

You can play a specific video with the annotations. You can also save a video with the its annotations.

Play an EPIC-Kitchen video

python epic_player.py --mode play --video_id P12_01 --root_db_dir /path/to/frames_rgb_flow/

Use the following keys to control your video:

'Space' or 'Right arrow' : Move forward
'Left arrow' : Move backward
'Up arrow' : double the speed
'Down arrow' : half the speed

Save an EPIC-Kitchen video with its object and action annotations

python epic_player.py --mode save --video_id P12_01 --root_db_dir /path/to/frames_rgb_flow/

Additional options

Frame size

--size 700 500

Speed (number of frames to skip between 2 frame readings)

--vspeed 2

License

This project is licensed under the MIT License - see the LICENSE file for details

Reference

• [1] EPIC-kitchen dataset webpage: https://epic-kitchens.github.io/2018