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Portrait-Mode Video Recognition

We are releasing our dataset regarding Portrait-Mode Video Recognition research. The videos are sourced from Douyin platform. We distribute video content through the provision of links. Users are responsible for downloading the videos independently.

Dataset

We provide links to our videos in video_links.csv.

Usage

For each of the links, you can download the video by using requests package. We also provide demo code in download_videos.py, where you will need to replace target_dir with your actual storage directory. The failed video links will be dumped in fail_cases.csv and you can use it for retry attempts.

import requests
import os

def download(url, out):
    r = requests.get(url, headers={
            "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36"
        }, allow_redirects=True, timeout=30, stream=True)
    assert r.headers["Content-Type"] == 'video/mp4', f"Content-Type is {r.headers['Content-Type']}, {r.content}"
    try:
        if not os.path.exists(os.path.dirname(out)):
            os.makedirs(os.path.dirname(out))
    except Exception as e:
        print(e)
    open(out, "wb").write(r.content)

download(video_link, video_name)

License

Our data is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License. The data is released for non-commercial research purposes only. By engaging in this downloading process, users are considered to have agreed to comply with our distribution license terms and conditions.