Core vision processing components for LMSupply: image loading, preprocessing, and tensor conversion utilities shared by LMSupply.Captioner and LMSupply.Ocr.
Get Started
$ dotnet add package LMSupply.Vision.CoreReadme
LMSupply.Vision.Core
Core vision processing infrastructure for LMSupply packages.
Purpose
Provides shared image processing capabilities for vision-based AI packages:
- LMSupply.Captioner - Image captioning
- LMSupply.Ocr - Optical character recognition
Key Components
IImageLoader- Abstraction for loading images from various sourcesIImagePreprocessor- Model-specific image preprocessing pipelinePreprocessProfile- Configuration for image preprocessing parametersTensorUtils- Utilities for converting images to ONNX tensors
Dependencies
SixLabors.ImageSharp- Cross-platform image processing (no native dependencies)LMSupply.Core- Shared infrastructure (caching, downloading, ONNX utilities)
Usage
using LMSupply.Vision;
// Load and preprocess an image for a specific model
var preprocessor = new ImagePreprocessor();
var tensor = preprocessor.Preprocess("image.jpg", PreprocessProfiles.ImageNet);