face_loadTrainingData1

facefunctionOpenCV 5.0.0

import { face_loadTrainingData1 } from '@banou/opencv-wasm'

Use after await initOpenCV(). See the initialization and named imports guide.

ARGUMENTSimageList, groundTruth, images, facePoints

FUNCTIONface_loadTrainingData1

RETURN TYPEboolean

Call structure. A void return can still write to destination arguments. The parameter descriptions define inputs, outputs and ownership.

A utility to load facial landmark information from the dataset.

cv::String imageFiles = "../data/images_train.txt";
cv::String ptsFiles = "../data/points_train.txt";
std::vector<String> images;
std::vector<std::vector<Point2f> > facePoints;
loadTrainingData(imageFiles, ptsFiles, images, facePoints, 0.0f);

example of content in the images_train.txt

/home/user/ibug/image_003_1.jpg
/home/user/ibug/image_004_1.jpg
/home/user/ibug/image_005_1.jpg
/home/user/ibug/image_006.jpg

example of content in the points_train.txt

/home/user/ibug/image_003_1.pts
/home/user/ibug/image_004_1.pts
/home/user/ibug/image_005_1.pts
/home/user/ibug/image_006.pts

face_loadTrainingData1(imageList: EmbindString, groundTruth: EmbindString, images: StringVector, facePoints: Mat, offset: number): boolean;

2 available overloads

face_loadTrainingData1(imageList: EmbindString, groundTruth: EmbindString, images: StringVector, facePoints: Mat): boolean;

face_loadTrainingData1(imageList: EmbindString, groundTruth: EmbindString, images: StringVector, facePoints: Mat, offset: number): boolean;

imageList: A file contains the list of image filenames in the training dataset.
groundTruth: A file contains the list of filenames where the landmarks points information are stored. The content in each file should follow the standard format (see face::loadFacePoints).
images: A vector where each element represent the filename of image in the dataset. Images are not loaded by default to save the memory.
facePoints: Output destination, filled by the native operation. The loaded landmark points for all training data.
offset: An offset value to adjust the loaded points.

<B>Example of usage</B>

Returns

The boolean result.

Upstream declaration ↗

These signatures describe this package. Upstream documentation can mention optional backends that are absent from this build. Check runtime compatibility before choosing a backend or file format.