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[WIP] Add ZeroShotObjectDetectionPipeline (#18445) (#18930)

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* Add ZeroShotObjectDetectionPipeline (#18445)

* Add AutoModelForZeroShotObjectDetection task

This commit also adds the following

- Add explicit _processor method for ZeroShotObjectDetectionPipeline.
  This is necessary as pipelines don't auto infer processors yet and
  `OwlVitProcessor` wraps tokenizer and feature_extractor together, to
  process multiple images at once

- Add auto tests and other tests for ZeroShotObjectDetectionPipeline

* Add AutoModelForZeroShotObjectDetection task

This commit also adds the following

- Add explicit _processor method for ZeroShotObjectDetectionPipeline.
  This is necessary as pipelines don't auto infer processors yet and
  `OwlVitProcessor` wraps tokenizer and feature_extractor together, to
  process multiple images at once

- Add auto tests and other tests for ZeroShotObjectDetectionPipeline

* Add batching for ZeroShotObjectDetectionPipeline

* Fix doc-string ZeroShotObjectDetectionPipeline

* Fix output format: ZeroShotObjectDetectionPipeline
This commit is contained in:
Amrit Sahu
2022-10-07 19:30:19 +05:30
committed by GitHub
parent 331ea019d7
commit e9a49babee
10 changed files with 605 additions and 0 deletions
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7
docs/source/en/main_classes/pipelines.mdx
View File

@@ -43,6 +43,7 @@ There are two categories of pipeline abstractions to be aware about:
- [`VisualQuestionAnsweringPipeline`]
- [`ZeroShotClassificationPipeline`]
- [`ZeroShotImageClassificationPipeline`]
- [`ZeroShotObjectDetectionPipeline`]
## The pipeline abstraction
@@ -456,6 +457,12 @@ See [`TokenClassificationPipeline`] for all details.
- __call__
- all
### ZeroShotObjectDetectionPipeline
[[autodoc]] ZeroShotObjectDetectionPipeline
- __call__
- all
## Parent class: `Pipeline`
[[autodoc]] Pipeline

4
docs/source/en/model_doc/auto.mdx
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@@ -174,6 +174,10 @@ Likewise, if your `NewModel` is a subclass of [`PreTrainedModel`], make sure its
[[autodoc]] AutoModelForInstanceSegmentation
## AutoModelForZeroShotObjectDetection
[[autodoc]] AutoModelForZeroShotObjectDetection
## TFAutoModel
[[autodoc]] TFAutoModel