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awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bisenet

mIOU=78.4 on cityscapes. My implementation of paper: BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

chatgpt-next-web

One-Click to deploy well-designed ChatGPT web UI on Vercel. 一键拥有你自己的 ChatGPT 网页服务。

context_encoder_pytorch

PyTorch Implement of Context Encoders: Feature Learning by Inpainting

cvpr2020-multimodal

deep-image-matting

Deep Image Matting

deep_image_matting

deeplearning.ai

The quizzes and programming exercises of Adrew Ng's coursera course: deeplearning.ai

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastfcn

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

gan_from_scratch

generative_inpainting

Generative Image Inpainting with Contextual Attention, CVPR 2018

icnet-pytorch

ICNet implemented by pytorch, for real-time semantic segmentation on high-resolution images, mIOU=71.0 on cityscapes, single inference time is 19ms, FPS is 52.6.

indexnet_matting

Indices Matter: Learning to Index for Deep Image Matting

keras-gan

Keras implementations of Generative Adversarial Networks.

lednet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

liminn.github.io

My notes

models

Models and examples built with TensorFlow

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

onnx

Open standard for machine learning interoperability

pconv-keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-classification

Classification with PyTorch.

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch-deep-image-matting

Pytorch implementation of deep image matting

pytorch-hair-segmentation

pytorch-hair-segmentation

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_semantic_human_matting

This is an unofficial implementation of the paper "Semantic human matting".