Limin Zhang (liminn)

liminn

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Location:ShangHai

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Limin Zhang's repositories

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.

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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)

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SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

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BiSeNet

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

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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。

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context_encoder_pytorch

PyTorch Implement of Context Encoders: Feature Learning by Inpainting

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detectron2

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

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examples

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

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indexnet_matting

Indices Matter: Learning to Index for Deep Image Matting

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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LEDNet

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

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nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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onnx

Open standard for machine learning interoperability

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PConv-Keras

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

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pytorch-classification

Classification with PyTorch.

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pytorch-deep-image-matting

Pytorch implementation of deep image matting

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pytorch_semantic_human_matting

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

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segmentation_models

Segmentation models with pretrained backbones. Keras.

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Silent-Face-Anti-Spoofing

静默活体检测(Silent-Face-Anti-Spoofing)

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TorchSeg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

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vision

Datasets, Transforms and Models specific to Computer Vision

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yolact

A simple, fully convolutional model for real-time instance segmentation.

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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