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The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
computer-vision deep-learning image-processing image-segmentation u2net u-2-net image-background-removal
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
python docker machine-learning computer-vision torch pytorch segmentation transfer-learning matting salient-object-detection deeplabv3 trimap background-removal fastapi remove-background basnet u2net background-removal-js
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
tensorflow pypi backbone imagenet unet vnet resunet r2u-net u2net unet-plusplus attention-unet unet-threeplus transunet swinunet
This repo contains code and a pre-trained model for clothes segmentation.
deep-learning fashion pytorch image-segmentation clothing-parsing image-parsing u2net cloth-segmentation
Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.
python machine-learning deep-learning tensorflow pytorch bounding-boxes saliency-map image-cropping background-removal u2net
Huggingface cloth segmentation using U2NET
human-parsing fashion-parsing u2net fashion-segmentation cloth-segmentation huggingface-cloth-segmentation cloths-parsing human-cloths-parsing fashion-segmentation-using-u2net
Unbagrnd - Free, Fast & Open-source AI-powered background remover for Windows, macOS, Linux and Android.
android windows macos linux open-source machine-learning ai computer-vision cross-platform image-processing self-hosted image-editing free-software android-app onnx background-removal onnxruntime u2net ai-tools
Removebg is a library that effortlessly integrates the U2Net model, allowing users to easily remove backgrounds from images in their Android apps.
Python GUI for Interactive Image Background Removal using locally running AI point and click models such as Segment Anything and automatic whole-image models such as BiRefNet and Rembg
python image-editing image-segmentation background-removal u2net isnet rembg segment-anything birefnet rembg-gui
U-2-Net: U Square Net - Modified for paired image training of style transfer
Nested U-Net with two-level skip connections for speech enhancement
deep-learning pytorch unet speech-enhancement skip-connections nested-unet multi-scale-features u2net interspeech2022
基于u2net网络进行简单修改使其部署到rk3588板子上
image-processing image-segmentation deep-learning-framework u2net u-2-net rknn rk3588 rk3588s rknpu2
A framework to quickly generate high-quality stylized clothing from style images. The framework gives users the option to stylize only selected components. It uses Saliency guided style transfer to generate high-quality outputs.
computer-vision deep-learning fashion image-processing style-transfer image-segmentation saliency-map u2net cloth-segmentation
Copy objects from real life and directly paste them on a background image using only your phone's camera
python docker redis flask react-native docker-compose reactjs socket-io gunicorn sift-algorithm u2net
Implementation of the paper "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection" in TensorFlow.
deep-learning tensorflow keras segmentation convolutional-neural-networks object-detection image-segmentation salient-object-detection u2net u-2-net
U2Net + ISNet GT encoder, training base on ssim loss, iou loss and bce loss，experimented on tooth segmentation on panoramic X-ray images.
Preview clothing with live camera overlays or generate a photo try-on from person and garment images. The application combines a Next.js interface, a FastAPI garment-processing API, and CatVTON inference through a hosted Gradio service.
docker deep-learning augmented-reality image-processing railway gradio virtual-try-on fastapi try-on u2net vton huggingface-spaces stable-diffusion nixpacks garment-reconstruction catvton garment-classification
Neural networks do line art stylization
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