Florence2

v24.9.51644

Implementing the Florence-2-base model for image understanding. Supports captioning, OCR, and object detection with optional phrase grounding. Uses ONNX models from huggingface.co/onnx-community/Florence-2-base. Enables various output tasks including detailed captioning, region-based OCR, and flexible object detection.

Curiosity

image-processing computer-vision machine-learning ai florence-2-model onnx image-captioning ocr object-detection image-understanding deep-learning neural-network

NuGet Stats Changelog

Total Downloads

21.3K

21,292

Published

Sep 3, 2024

Latest stable version

Install

.NET CLI

dotnet add package Florence2 --version 24.9.51644

Package Manager Console

Install-Package Florence2 -Version 24.9.51644

PackageReference

<PackageReference Include="Florence2" Version="24.9.51644" />

Frameworks

net8.0

Dependencies

Microsoft.Extensions.Logging

net8.0

[8.0.0, )

Microsoft.ML

net8.0

[3.0.1, )

Microsoft.ML.OnnxRuntime

net8.0

[1.18.1, )

Microsoft.ML.OnnxRuntime.Managed

net8.0

[1.18.1, )

SixLabors.ImageSharp

net8.0

[3.1.5, )

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