From 96be1b7f49851dfbe14e876baa74f035673899d1 Mon Sep 17 00:00:00 2001 From: Steven Liu <59462357+stevhliu@users.noreply.github.com> Date: Wed, 27 Jul 2022 13:32:57 -0700 Subject: [PATCH] Update feature extractor docs (#18324) As pointed out by @NielsRogge, a feature extractor is used to prepare inputs for a model with a single modality rather than multimodal models. --- docs/source/en/main_classes/feature_extractor.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/en/main_classes/feature_extractor.mdx b/docs/source/en/main_classes/feature_extractor.mdx index 959c4a001f..41ee21e4b1 100644 --- a/docs/source/en/main_classes/feature_extractor.mdx +++ b/docs/source/en/main_classes/feature_extractor.mdx @@ -12,7 +12,7 @@ specific language governing permissions and limitations under the License. # Feature Extractor -A feature extractor is in charge of preparing input features for a multi-modal model. This includes feature extraction +A feature extractor is in charge of preparing input features for audio or vision models. This includes feature extraction from sequences, *e.g.*, pre-processing audio files to Log-Mel Spectrogram features, feature extraction from images *e.g.* cropping image image files, but also padding, normalization, and conversion to Numpy, PyTorch, and TensorFlow tensors.