GenerateTrainingProposalFeatureVectors
class GenerateTrainingProposalFeatureVectors extends GenerateAnnotationFeatureVectors
Traits
Constants
| INSERT_CHUNK_SIZE |
Number of feature vector models to insert in one chunk. |
Properties
| protected bool | $deleteWhenMissingModels | Ignore this job if the MAIA job does not exist any more. |
from GenerateAnnotationFeatureVectors |
Methods
Get the bounding box of an annotation
Modify a bounding box so it adheres to the aspect ratio given by width and height.
Adjust the position and size of the box so it is contained in a box with the given dimensions.
Get the bounding box of a point annotation.
Get the bounding box of a circle annotation.
Get the bounding box of an annotation that is no point, circle or whole frame.
Generate the input for the python script.
Generator to read the output CSV row by row.
Get the training proposals or annotation candidates of the job.
Insert a chunk of new feature vector models.
Details
in
GenerateFeatureVectors at line 23
array
getAnnotationBoundingBox(array $points, Shape $shape, int $pointPadding = 112, int $boxPadding = 0, int $minSize = 32)
Get the bounding box of an annotation
in
GenerateFeatureVectors at line 73
array
ensureBoxAspectRatio(array $box, int $aspectWidth, int $aspectHeight)
Modify a bounding box so it adheres to the aspect ratio given by width and height.
in
GenerateFeatureVectors at line 111
makeBoxContained(array $box, int|null $maxWidth, int|null $maxHeight)
Adjust the position and size of the box so it is contained in a box with the given dimensions.
in
GenerateFeatureVectors at line 137
protected array
getPointBoundingBox(array $points, int $padding)
Get the bounding box of a point annotation.
in
GenerateFeatureVectors at line 150
protected array
getCircleBoundingBox(array $points)
Get the bounding box of a circle annotation.
in
GenerateFeatureVectors at line 163
protected array
getPolygonBoundingBox(array $points)
Get the bounding box of an annotation that is no point, circle or whole frame.
in
GenerateFeatureVectors at line 183
protected array
makeBoxIntegers(array $box)
Round and cast box values to int.
in
GenerateFeatureVectors at line 197
protected array
generateInput(array $files, array $paths, Collection $annotations)
Generate the input for the python script.
in
GenerateFeatureVectors at line 214
protected array
generateFileInput(VolumeFile $file, Collection $annotations)
No description
in
GenerateFeatureVectors at line 248
protected
python(string $inputPath, string $outputPath)
Run the Python command.
in
GenerateFeatureVectors at line 264
protected Generator
readOutputCsv(string $path)
Generator to read the output CSV row by row.
in
GenerateAnnotationFeatureVectors at line 36
__construct(MaiaJob $job)
Create a new isntance.
in
GenerateAnnotationFeatureVectors at line 47
void
handle()
Handle the job.
at line 14
protected Collection
getAnnotations()
Get the training proposals or annotation candidates of the job.
at line 22
protected void
insertFeatureVectorModelChunk(array $chunk)
Insert a chunk of new feature vector models.