Module computer_vision

Module computer_vision 

Source
Expand description

Quantum Computer Vision Pipelines

This module implements quantum-enhanced computer vision algorithms for image processing, object detection, segmentation, and feature extraction using quantum circuits and quantum machine learning techniques.

Structs§

AugmentationConfig
Data augmentation configuration
ComputationalMetrics
Computational metrics
ConvolutionalConfig
Convolutional layer configuration
ImagePreprocessor
Image preprocessor
NormalizationParams
Normalization parameters
PreprocessingConfig
Preprocessing configuration
QuantumConvolutionalNN
Quantum convolutional neural network wrapper
QuantumFeatureExtractor
Quantum feature extractor
QuantumImageEncoder
Quantum image encoder
QuantumMetrics
Quantum-specific metrics
QuantumSpatialAttention
Quantum spatial attention
QuantumVisionConfig
Quantum computer vision pipeline configuration
QuantumVisionPipeline
Main quantum computer vision pipeline
ResidualBlock
Residual block configuration
TrainingHistory
Training history
VisionMetrics
Vision performance metrics

Enums§

ColorSpace
Color space options
ImageEncodingMethod
Image encoding methods for quantum circuits
QuantumEnhancement
Quantum enhancement levels
TaskOutput
Task output variants
TaskTarget
Task target types
VisionBackbone
Vision backbone architectures
VisionTaskConfig
Vision task configurations

Traits§

TaskHead
Trait for task-specific heads
VisionModel
Trait for vision models