Modnet by Xenova

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  Background-removal   Image-segmentation   Modnet   Onnx   Portrait-matting   Region:us   Transformers.js   Vision
Model Card on HF ๐Ÿค—: https://huggingface.co/Xenova/modnet 

Modnet Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Modnet (Xenova/modnet)

Modnet Parameters and Internals

Model Type 
Image Segmentation
Use Cases 
Primary Use Cases:
Portrait Matting
Additional Notes 
The model is used for trimap-free portrait matting in real-time.
Input Output 
Accepted Modalities:
image
LLM NameModnet
Repository ๐Ÿค—https://huggingface.co/Xenova/modnet 
Updated2025-01-15
MaintainerXenova
Model Typemodnet
Model ArchitectureAutoModel
Licenseapache-2.0

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Rank the Modnet Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227