pytorch/examples

Video classification example

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#895 建立於 2021年3月18日

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good first issue

描述

Hi,

As we all know that video representation learning is a hot topic in computer vision community (thanks to recent advances in self-supervised learning), is it time to add a toy example for video classification? This code would be as simple as image classification examples. For example, we can add an example of video classification using I3D on UCF-101/HMDB-51?

貢獻者指南

技術棧
python
領域
machine learning
議題類型
feature
難度面向新貢獻者的預計實作難度，1 表示很小改動，5 表示專家級工作。
3
預計時間有經驗貢獻者完成調查、實作、測試並準備 pull request 的粗略時間範圍。
1-2 days
活動狀態議題目前的可參與程度：新鮮、活躍、陳舊、阻塞或等待維護者輸入。
stale
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
mostly clear
前置要求
PythonPyTorchBasic video data handling
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
30
研究方向
The issue requests adding a video classification example similar to existing image classification examples in the repository. The example should use I3D on UCF 101 or HMDB 51. Since the issue is from 2021 and has only one comment, review the conversation for any additional details. The maintainers may need to decide on the scope and whether to include data download scripts. Look at the structure of other examples in the repo (e.g., image classification under vision/) to replicate the pattern. The main work involves writing a training script, defining the I3D model, and handling video data loading.
Video classification example · pytorch/examples#895 | Good First Issue