| Face Engine SDK 4.7.0 A face detection, recognition and tracking engine.

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fsdk::IDescriptorExtractor Struct Referenceabstract
Descriptor extractor

Descriptor extractor interface. More...

`#include <IDescriptor.h>`

Inheritance diagram for fsdk::IDescriptorExtractor:

## Public Member Functions
virtual ResultValue< FSDKError, float > | extract (Image &image, const Detection &detection, const Landmarks5 &landmarks, IDescriptor *descriptor) const noexcept=0
| Extract a face descriptor from an image. More...
virtual ResultValue< FSDKError, float > | extractFromWarpedImage (const Image &image, IDescriptor *descriptor) const noexcept=0
| Extract descriptor from a warped image. More...
virtual ResultValue< FSDKError, float > | extractFromWarpedImageBatch (const Image *warpsBatch, IDescriptorBatch *descriptorBatch, IDescriptor *aggregation, float *garbageScoreBatch, int batchSize) const noexcept=0
| Extract batch of descriptors from a batch of images and perform aggregation. More...
virtual Result< FSDKError > | extractFromWarpedImageBatch (const Image *warpsBatch, IDescriptorBatch *descriptorBatch, float *garbageScoreBatch, int batchSize) const noexcept=0
| Extract batch of descriptors from a batch of images. More...
virtual uint32_t | getModelVersion () const noexcept=0
| Get algorithm model version this extractor works with. More...
virtual DesctiptorType | getDescriptorType () const noexcept=0
| Get type of descriptor this extractor works with. More...
Public Member Functions inherited from fsdk::IRefCounted
virtual int32_t | retain () noexcept=0
| Increase strong reference count. More...
virtual int32_t | release () noexcept=0
| Decrease strong reference count. More...
virtual int32_t | getRefCount () const noexcept=0
| Get actual strong reference count. More...
virtual int32_t | retainWeak () noexcept=0
| Increase weak reference count. More...
virtual int32_t | releaseWeak () noexcept=0
| Decrease weak reference count. More...
virtual int32_t | getWeakRefCount () const noexcept=0
| Get actual weak reference count. More...

## Detailed Description

Descriptor extractor interface.

Extracts face descriptors from images. The descriptors can be later used for face matching.

## Member Function Documentation

virtual ResultValue<FSDKError, float> fsdk::IDescriptorExtractor::extract | ( | Image & | image,
|  | const Detection & | detection,
|  | const Landmarks5 & | landmarks,
|  | IDescriptor * | descriptor
| ) |  | const
| pure virtual noexcept

Extract a face descriptor from an image.

This method accepts arbitrary images that have size at least 250x250 pixels and R8G8B8 pixel format. The input image is warped internally using an assigned warper (

See Also
  IWarper). The descriptor extractor is created with a proper warped assigned by default so no additional setup is required, unless this behaviour is overriden with `defaultWarper` flag upon extractor creation. This method can be used only for face descriptor extractor.

Parameters

  image | source image. Format must be R8G8B8.
  detection | face detection.
  set | face feature set.
  descriptor | descriptor to fill with data.

Returns
  ResultValue with error code specified by FSDKError and score of descriptor normalized in range [0, 1] 1 - face on the input warp; 0 - garbage on the input detection.

See Also
  ResultValue and FSDKError.

virtual ResultValue<FSDKError, float> fsdk::IDescriptorExtractor::extractFromWarpedImage | ( | const Image & | image,
|  | IDescriptor * | descriptor
| ) |  | const
| pure virtual noexcept

Extract descriptor from a warped image.

Note
  The input image should be warped;

See Also
  IWarper.

Parameters

  [in] | image | source warped image.

Note
  `image` should be a valid 250x250 image in R8G8B8 format for DT_FACE descriptor type.
  `image` should be a valid 192x384 image in R8G8B8 format for DT_HUMAN descriptor type.

Parameters

  [out] | descriptor | descriptor to fill with data.

Returns
  ResultValue with error code specified by FSDKError and score of descriptor normalized in range [0, 1] 1 - face on the input warp; 0 - garbage on the input warp.

Note
  human descriptor does not support garbage score, 1.0 will be returned

See Also
  ResultValue and FSDKError.

virtual ResultValue<FSDKError, float> fsdk::IDescriptorExtractor::extractFromWarpedImageBatch | ( | const Image * | warpsBatch,
|  | IDescriptorBatch * | descriptorBatch,
|  | IDescriptor * | aggregation,
|  | float * | garbageScoreBatch,
|  | int | batchSize
| ) |  | const
| pure virtual noexcept

Extract batch of descriptors from a batch of images and perform aggregation.

Note
  The input images should be warped;

See Also
  IWarper.

Parameters

  [in] | warpsBatch | input array of warped images.

Note
  Images should be in R8G8B8 format, with size 250x250 for DT_FACE descriptor type.
  Images should be in R8G8B8 format, with size 192x384 for DT_HUMAN descriptor type.

Parameters

  [out] | descriptorBatch | descriptor batch to fill with data.

Note
  DT_HUMAN descriptor does not support garbage score

Parameters

  [out] | aggregation | descriptor with aggregation based on descriptor batch.
  [out] | garbageScoreBatch | array of descriptor scores normalized in range [0, 1] 1 - face on the input warp; 0 - garbage on the input warp.

Note
  human descriptor does not support garbage score, 1.0 will be returned

Parameters

  [in] | batchSize | size of the batch.

Note
  warpsBatch should contain batchSize images and garbaseScoreBatch should be preallocated to store batchSize scores.

Returns
  Result with error code specified by FSDKError and aggregated garbage score.

See Also
  Result and FSDKError.

virtual Result<FSDKError> fsdk::IDescriptorExtractor::extractFromWarpedImageBatch | ( | const Image * | warpsBatch,
|  | IDescriptorBatch * | descriptorBatch,
|  | float * | garbageScoreBatch,
|  | int | batchSize
| ) |  | const
| pure virtual noexcept

Extract batch of descriptors from a batch of images.

Note
  The input images should be warped;

See Also
  IWarper.

Parameters

  [in] | warpsBatch | input array of warped images.

Note
  Images should be in R8G8B8 format, with size 250x250 for DT_FACE descriptor type.
  Images should be in R8G8B8 format, with size 192x384 for DT_HUMAN descriptor type.

Parameters

  [out] | descriptorBatch | descriptor batch to fill with data.
  [out] | garbageScoreBatch | array of descriptor scores normalized in range [0, 1] 1 - face on the input warp; 0 - garbage on the input warp. DT_HUMAN descriptor does not support garbage score. In a case of DT_HUMAN descriptor, you'll get batch filled by 1.0.
  [in] | batchSize | size of the batch.

Note
  warpsBatch should contain batchSize images and garbaseScoreBatch should be preallocated to store batchSize scores.

Returns
  Result with error code specified by FSDKError.

See Also
  Result and FSDKError.

virtual DesctiptorType fsdk::IDescriptorExtractor::getDescriptorType | ( |  | ) | const
| pure virtual noexcept

Get type of descriptor this extractor works with.

Returns
  type as enum

See Also
  DesctiptorType.

virtual uint32_t fsdk::IDescriptorExtractor::getModelVersion | ( |  | ) | const
| pure virtual noexcept

Get algorithm model version this extractor works with.

Returns
  Version as integral number.

The documentation for this struct was generated from the following file:

- include/fsdk/IDescriptor.h