modnet 开源项目推荐（20 个）

jkjung-avt /tensorrt_demos

TensorRT MODNet、YOLOv 4、YOLOv 3、SSD、MTCNN和GoogLeNet

thiagoambiel /PortraitStylization

🖼️ PortraitStylization - A Pytorch style transfer algorithm optimized for human faces. Based on the paper "A Neural Algorithm of Artistic Style" (https://arxiv.org/abs/1508.06576)

AIDajiangtang /MODNET-Matting-tool

基于深度学习的抠图工具(Deeplearning based image matting tool)

thiagoambiel /NeuralAtlases

📺 NeuralAtlases - A Pytorch implementation of the paper "Layered Neural Atlases for Consistent Video Editing" (https://arxiv.org/abs/2109.11418v1)

LiteraturePro /MODNet

Docker version API for MODNet-model Human Matting

sisyphus-cv-lab /MODNet-ModelCompression

对人像抠图模型MODNet进行滤波器级别的剪枝，结合自适应与固定比例策略。

LCSR-lab /MODNET

MODNET (MODify NETlist): VHDL/Verilog Fault Injection system

mosure /bevy_ort

ort (onnxruntime) plugin for bevy

Vertixx01 /bg-remover-research

Open-source background removal research workbench with Rust algorithms, Python/OpenCV classical methods, ONNX ML adapters, benchmarks, docs, and equation visualizations.

wuchendi /MODNet

ONNX export/inference and Transformers.js tooling for MODNet real-time trimap-free portrait matting

wyang10 /AI-Photo-Generator

End-to-end system for generating compliant ID photos from user uploads, featuring a production-style workflow from raw images → segmentation/matting → face-aligned cropping → background synthesis → standardized outputs via API + Web UI.

DefTruth /mattematte

👹 mattematte: A C++ ToolKit for matting, segmentation, SR and colorization with MNN, ONNXRuntime and Vulkan.

fivif /spacemit-devcon2026-cyber-idcard

SpacemiT DevCon 2026 装置 5：赛博开发者证件照（K3 RISC-V 现场出图系统）

didik-maulana /pas-photo-matting

MODNet fine-tuned for Indonesian ID photos. Fixes the hair-halo artifact and holes where thin objects like hijab ties or lanyards cross clothing.

supinzhen /NGSVM-Unreal-Plugin

A real‑time AI matting plugin for Unreal Engine 5.7, built on UE’s Neural Network Engine (NNE). It runs RVM (Robust Video Matting) or MODNet on CPU or DirectML GPU to perform high‑quality background removal for live video or static images — all without a green screen.

zokin /KBody

该项目在 GitHub 上没有填写描述

almus-06 /project-clearbg

ClearBG is a full-stack, AI-driven web application that provides studio-quality background removal by combining a lightning-fast React and Vite frontend with a powerful Python FastAPI backend.

hutaodog /idphoto-layout-studio

Windows 桌面证件照工具：自动抠图换底 → 按规格裁剪 → 排版到 5/6/7 寸相纸 → 导出可直接冲印。全程离线。

NeedToUpdate /Background-Remover

A simple tool to easily remove backgrounds from images using a pretrained model

lasticproductions247-hub /bg-eraser

AI background remover that runs 100% on-device. ONNX + transformers.js. No upload, no API key, no server.