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jittor/AWESOME-JITTOR-LIST.md

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Awesome Jittor List

  • GAN: Jittor GAN模型库一共包括了从2014到2019最主流的27种GAN模型。这27个GAN总计被引用60953次，每篇文章平均引用次数为2176。缩略图
  • 实例分割: Jittor实例分割模型库一共包含了6种Backbone，和11类检测分割模型，包含最经典的Mask RCNN系列，实时实例分割网络以及人体分割网络等等。缩略图
  • 语义分割: 目前，Jittor已经支持了目前主流的语义分割算法。其中包含了三种经典的 Backbone ，以及六种常见的分割模型。缩略图
  • 点云: 计图框架本次发布的点云模型库包括几种最有影响力的模型：PointNet、PointNet++、PointCNN、DGCNN 和PointConv ，支持分类和分割。缩略图
  • 可微渲染: 可微渲染目前被广泛地应用于三维重建，同时在人体重建、人脸重建、三维属性估计等应用。目前，Jrender已经支持可微表面渲染和可微体渲染特性。缩略图
  • 遥感检测: JDet是基于Jittor的遥感目标检测算法库。JDet目前提供了4个主流遥感目标检测：S2ANet、Gliding、RetinaNet和Faster R-CNN，其他主流模型陆续添加中。缩略图
  • 医学图像分割: Jittor Medical Segmentation Lib -- The assignment of Pattern Recognition course (2021 Spring) in Tsinghua University. 缩略图
  • PCT: This is a Jittor implementation of PCT: Point Cloud Transformer. 缩略图
  • DeepFaceDrawing: One version of our system is implemented using the Jittor, and you need to install Jittor first. We will also provide a version in pytorch. 缩略图
  • JittorVis: JittorVis is an open-source library for understanding the inner workings of Jittor models by visually illustrating their dataflow graphs. 缩略图
  • PraNet: Parallel Reverse Attention Network for Polyp Segmentation. 缩略图
  • DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control. 缩略图
  • SINet-V2: Concealed Object Detection (SINet-V2, IEEE TPAMI 2021). Code using Jittor Framework is available. 缩略图
  • hlagcn: Jittor implementation of the paper "Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment". 缩略图
  • Jittor-Image-Models: About Jittor Image Models is a library for pulling together a wide variety of SOTA deep learning models in the Jittor framework. 缩略图
  • LearnJittorBasicIn60Min: 计图零基础快速入门教程（60分钟) 缩略图
  • di-fusion-network-jittor: Jittor implementation of the network architecture in DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors. 缩略图
  • Zhusuan: Zhusuan with backend Jittor. 缩略图
  • PRS-Net: This repository is code release for PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models. 缩略图
  • PFSegNets: This repo contains the the implementation of CVPR-2021 work: PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation by Jittor. 缩略图
  • APDrawingGAN: We provide Jittor implementations for our CVPR 2019 oral paper "APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs". 缩略图
  • APDrawingGAN2: We provide Jittor implementations for our TPAMI 2020 paper "Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs". 缩略图
  • CMIC-Retrieval: Code for Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning. ICCV 2021. 缩略图
  • Unpaired-Portrait-Drawing: We provide Jittor implementations for our CVPR 2020 paper "Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping". 缩略图
  • Jittor-MLP: Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLPv2, ConvMLP, ConvMixer in Jittor. 缩略图