Open Dataset
Data Structure ?
1.31G
Data Structure ?
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README.md
このデータセットは、元のスタンフォード自動車データセットから派生したもので、ここからダウンロードできます:http://ai.stanford.edu/~jkrause/cars/car_dataset.html
スタンフォード自動車データセットが開発されたときに年次レベルが正確にラベル付けされていなかったため(これはスタンフォードのこのデータに関する研究論文に記載されています)、SCの年次レベルは削除されました。年次レベルの削除による重複したクラスラベルは、単純に統合されました。
このデータセット内のすべての画像は前処理されています。つまり、すべてのバウンディングボックスの情報が画像の切り抜きに使用され、画像内で関心対象が完全に焦点を合わせられています。トレーニングセットとテストセットは50:50の比率で分割されており、これはこのデータが公開されたときにスタンフォードが行った方法です。このトレーニング/テスト分割比率を変更する必要がある場合は、さらなる前処理が必要です。
このデータセットの総クラス数は189で、元の196のクラス数よりわずか7つ少ないです。
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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.