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    57 repositories

    • pytorch-open-loss

      Public
      This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Apr 6, 2025Apr 6, 2025

    • pytorch-deepfillv2

      Public
      A PyTorch reimplementation of the paper Free-Form Image Inpainting with Gated Convolution (DeepFill v2) (https://arxiv.org/abs/1806.03589)
      Python
      •39•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • pytorch-out-of-distribution-detection

      Public
      👽 LIBRARY: Out-of-Distribution Detection with PyTorch
      Python
      •
      Apache License 2.0
      •29•1•0•0•Updated Jan 31, 2024Jan 31, 2024

    • pytorch-magface

      Public
      MagFace: A Universal Representation for Face Recognition and Quality Assessment, CVPR2021, Oral
      Jupyter Notebook
      •
      Apache License 2.0
      •88•0•0•0•Updated Dec 19, 2023Dec 19, 2023

    • pytorch-adaface

      Public
      Official github repository for AdaFace: Quality Adaptive Margin for Face Recognition. The paper (https://arxiv.org/abs/2204.00964) is presented in CVPR 2022 (Oral).
      Jupyter Notebook
      •
      MIT License
      •137•1•0•0•Updated Dec 4, 2023Dec 4, 2023

    • SegLossOdyssey

      Public
      A collection of loss functions for medical image segmentation
      Python
      •
      Apache License 2.0
      •610•0•0•0•Updated Nov 1, 2023Nov 1, 2023

    • pytorch-pad-transformer-ijcb

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jul 11, 2023Jul 11, 2023

    • pytorch-vit-library

      Public
      Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
      Python
      •
      MIT License
      •3.3k•0•0•0•Updated Jun 28, 2023Jun 28, 2023

    • pytorch-mmsegmentation

      Public
      OpenMMLab Semantic Segmentation Toolbox and Benchmark.
      Python
      •
      Apache License 2.0
      •2.7k•0•0•0•Updated Mar 21, 2023Mar 21, 2023

    • pytorch-active-boundary-loss

      Public
      Official repository for Active Boundary Loss for Semantic Segmentation.
      Python
      •
      Apache License 2.0
      •15•0•0•0•Updated Mar 21, 2023Mar 21, 2023

    • pytorch-Unet

      Public
      PyTorch implementation of the U-Net for image semantic segmentation with high quality images
      Python
      •
      GNU General Public License v3.0
      •2.6k•0•0•0•Updated Mar 6, 2023Mar 6, 2023

    • pytorch-segmentation-models

      Public
      Segmentation models with pretrained backbones. PyTorch.
      Python
      •
      MIT License
      •1.8k•0•0•0•Updated Mar 3, 2023Mar 3, 2023

    • pytorch-center-loss

      Public
      Pytorch implementation of Center Loss
      Python
      •
      MIT License
      •220•1•0•0•Updated Feb 19, 2023Feb 19, 2023

    • pytorch-segnet

      Public
      PyTorch implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
      Jupyter Notebook
      •17•0•0•0•Updated Dec 17, 2022Dec 17, 2022

    • pytorch-boundary-loss

      Public
      Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
      Python
      •97•0•0•0•Updated Nov 28, 2022Nov 28, 2022

    • pytorch-unet-brain-segmentation

      Public
      U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
      Python
      •
      MIT License
      •184•0•0•0•Updated Nov 22, 2022Nov 22, 2022

    • pytorch-cac-openset

      Public
      Code for Class Anchor Clustering loss for training a distance-based open set classifier
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •18•2•0•0•Updated Nov 3, 2022Nov 3, 2022

    • pytorch-summary

      Public
      Model summary in PyTorch similar to `model.summary()` in Keras
      Python
      •
      MIT License
      •415•0•0•0•Updated Oct 26, 2022Oct 26, 2022

    • pytorch-osr-closed-set-all-you-need

      Public
      Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"
      Python
      •
      MIT License
      •33•0•0•0•Updated Oct 20, 2022Oct 20, 2022

    • pytorch-loss-functions

      Public
      label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
      Python
      •
      MIT License
      •372•0•0•0•Updated Sep 29, 2022Sep 29, 2022

    • pytorch-metric-learning

      Public
      The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
      Python
      •
      MIT License
      •664•0•0•0•Updated Sep 20, 2022Sep 20, 2022

    • pytorch-minDiffusion

      Public
      Self-contained, minimalistic implementation of diffusion models with Pytorch.
      Python
      •136•0•0•0•Updated Jun 28, 2022Jun 28, 2022

    • pytorch-segmentation

      Public
      Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet
      Python
      •70•0•0•0•Updated Jun 22, 2022Jun 22, 2022

    • pytorch-opensphere

      Public
      A hyperspherical face recognition library based on PyTorch
      Python
      •
      MIT License
      •31•0•0•0•Updated May 14, 2022May 14, 2022

    • self-supervised-learning

      Public
      An education step by step implementation of SimCLR that accompanies the blogpost
      Jupyter Notebook
      •6•0•0•0•Updated Mar 31, 2022Mar 31, 2022

    • pytorch-video-feature-extractor

      Public
      A repository for extract CNN features from videos using pytorch
      Python
      •
      MIT License
      •19•0•0•0•Updated Jan 21, 2022Jan 21, 2022

    • pytorch-face-transformer

      Public
      Face Transformer for Recognition
      Python
      •
      MIT License
      •55•0•0•0•Updated Jan 3, 2022Jan 3, 2022

    • pytorch-mxnet-insightface

      Public
      Face Analysis Project on PyTorch and MXNet
      Python
      •
      MIT License
      •5.6k•0•0•0•Updated Jun 21, 2021Jun 21, 2021

    • pytorch-insightface-implementation

      Public
      Pytorch0.4.1 codes for InsightFace
      Jupyter Notebook
      •
      MIT License
      •426•0•0•0•Updated Jun 8, 2021Jun 8, 2021

    • pytorch-face-analysis-losses

      Public
      Face analysis in PyTorch
      Python
      •
      MIT License
      •8•1•0•0•Updated May 12, 2021May 12, 2021
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