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.
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)
SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
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
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
indexnet_matting
Indices Matter: Learning to Index for Deep Image Matting
liminn.github.io
My notes
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
pytorch-classification
Classification with PyTorch.
pytorch-deep-image-matting
Pytorch implementation of deep image matting
pytorch_semantic_human_matting
This is an unofficial implementation of the paper "Semantic human matting".
segmentation_models
Segmentation models with pretrained backbones. Keras.
Silent-Face-Anti-Spoofing
静默活体检测(Silent-Face-Anti-Spoofing)
TorchSeg
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
yolact
A simple, fully convolutional model for real-time instance segmentation.
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite