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1.6 KiB

Feature Extractor

フィーチャーエクストラクタは、オーディオまたはビジョンモデルのための入力フィーチャーの準備を担当しています。これには、シーケンスからのフィーチャー抽出(例:オーディオファイルの前処理からLog-Melスペクトログラムフィーチャーへの変換)、画像からのフィーチャー抽出(例:画像ファイルのクロッピング)、またパディング、正規化、そしてNumpy、PyTorch、TensorFlowテンソルへの変換も含まれます。

FeatureExtractionMixin

autodoc feature_extraction_utils.FeatureExtractionMixin - from_pretrained - save_pretrained

SequenceFeatureExtractor

autodoc SequenceFeatureExtractor - pad

BatchFeature

autodoc BatchFeature

ImageFeatureExtractionMixin

autodoc image_utils.ImageFeatureExtractionMixin