Data Structure ?
5570.93M
Data Structure ?
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README.md
コンテキスト
このデータセットは、ジャグリングのライブビデオ内でボールと手の位置を特定するために畳み込みニューラルネットワークを学習させるために作成されました。利便性のため、3つの事前学習済みモデルもアップロードされています。https://github.com/rasmusakerlund/juggling-vision-py/ で、これらのモデルを使用するコードや独自のモデルを学習させるコードを見つけることができます。
内容
このデータセットは、それぞれ300フレームの180個のビデオで構成されています。data/framesには、54000フレームが256x256の画像として保存されています。data/annotationsには、180個のcsvファイルがあります。各csvファイルは300行から構成されています。各行は、data/framesフォルダ内の対応する画像ファイルの名前で始まり、右手、左手、およびボールのx座標とy座標が続きます。どのビデオが学習セット、検証セット、およびテストセットに属するかは、trainvideos、validationvideos、およびtestvideosというファイルで示されています。このデータセットの内容を示すビデオはこちらで見ることができます: https://www.youtube.com/watch?v=ImvfLaX2GbQ
謝辞
このデータセットができたのは、時間と道具を提供してくれたすべてのジャグラーのおかげです。皆さん、本当にありがとうございます！
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- 1. The data originates from internet data collection or provided by service providers, and this platform offers users the ability to view and browse datasets.
- 2. This platform serves only as a basic information display for datasets, including but not limited to image, text, video, and audio file types.
- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
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