CUAI-CAU / Awesome-Youtube-Thumbnail-Generator

Repository for project that won 2021 CUAI Summer Conference with 3rd place Award πŸ₯‰ (Excellence Prize)

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Awesome-Youtube-Thumbnail-Generator

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Paper | Project | Presentation

This repository contains source codes which used for "Final Project for CUAI 4th Summer Conference πŸ„β€β™‚οΈ".

Paper and Presentation are in Korean.

Our Team

  • Nahyuk Lee@ (School of Computer Science & Engineering πŸ–₯️, Chung-Ang Univ.)
  • Hyejin Jang@ (School of Integrative Engineering :test_tube:, Chung-Ang Univ.)
  • Wonyoung Choi@ (School of Computer Science & Engineering πŸ–₯️, Chung-Ang Univ.)
  • Jiho Hong@ (School of Mechanical Engineering :hammer_and_wrench:, Chung-Ang Univ.)

Application

ex1 Original youtube clip is in here!

Pipeline

pipeline

Code

Install dependencies

We recommend you to use Anaconda that already including mandotory packages.

conda create -n youthumb python=3.8
conda activate youthumb
python -m pip install -r requirements.txt

Our code was tested with Python 3.8, Pytorch 1.9.0, CUDA 11.1

Generating Thumbnails

Before you generating thumbnails, save your video under "input", and run the command. Generated thumbnail will be stored in "output" directory.

python main.py <your_video_name.mp4>

About

Repository for project that won 2021 CUAI Summer Conference with 3rd place Award πŸ₯‰ (Excellence Prize)


Languages

Language:Python 100.0%