Package | Description |
---|---|
org.anchoranalysis.image.inference |
Inference of machine learning models on images.
|
org.anchoranalysis.image.inference.bean.segment.instance |
Instance-segmentation of a
Stack . |
org.anchoranalysis.inference.concurrency |
Specifying how many CPUs and GPUs can be allocated for some purpose.
|
org.anchoranalysis.plugin.image.bean.object.provider.segment |
Implementations of
ObjectCollectionProvider
involving segmentation. |
org.anchoranalysis.plugin.image.task.bean.segment |
Tasks to segment an image.
|
org.anchoranalysis.plugin.image.task.segment |
Non-bean classes for image-segmentation.
|
org.anchoranalysis.plugin.onnx.model |
Non-bean classes for running an inference model with the ONNX
Runtime.
|
org.anchoranalysis.plugin.opencv.segment |
Non-bean classes pertaining to segmentation.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ImageInferenceModel<T>
A model used for inference that accepts an image as an input.
|
Modifier and Type | Class and Description |
---|---|
class |
SegmentStackIntoObjectsPooled<T extends InferenceModel>
A base class for algorithms to segment a stack into one or more objects - using a pool of models
|
class |
SuppressNonMaximum<T extends InferenceModel>
Applies a segmentation procedure followed by non-maximum suppression.
|
Modifier and Type | Class and Description |
---|---|
class |
ConcurrentModel<T extends InferenceModel>
An instance of model that can be used concurrently for inference.
|
class |
ConcurrentModelPool<T extends InferenceModel>
Keeps concurrent copies of a model to be used by different threads.
|
interface |
CreateModelForPool<T extends InferenceModel>
Creates a model to use in the pool.
|
Modifier and Type | Class and Description |
---|---|
class |
SegmentStack<T extends InferenceModel>
Segments a stack into objects.
|
Modifier and Type | Class and Description |
---|---|
class |
SegmentInstanceWithModel<T extends InferenceModel>
Using a model-pool, performs instance segmentation on an image producing zero, one or more
objects per image.
|
Modifier and Type | Class and Description |
---|---|
class |
SharedStateSegmentInstance<T extends InferenceModel>
Shared-state for instance segmentation
|
Modifier and Type | Class and Description |
---|---|
class |
OnnxModel
A model that can be used for inference using the ONNX
Runtime's Java API.
|
Modifier and Type | Class and Description |
---|---|
class |
OpenCVModel
A model that can be used for inference using OpenCV's DNN
module.
|
Copyright © 2010–2023 Owen Feehan, ETH Zurich, University of Zurich, Hoffmann-La Roche. All rights reserved.