Awesome Jittor List

JittorLLMs

随着ChatGPT的推出,大模型正在快速地发展,国内同样涌现出一大批优秀的大模型研究,然而,大模型高昂的配置、复杂的环境要求让人望而却步。非十科技领衔,与清华大学可视媒体研究中心合作,研发了大模型推理库JittorLLMs,希望为国内大模型的研究提供软硬件的支撑。

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。

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。

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。

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。

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。

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。

医学图像分割

Jittor Medical Segmentation Lib -- The assignment of Pattern Recognition course (2021 Spring) in Tsinghua University.

PCT

This is a Jittor implementation of PCT: Point Cloud Transformer.

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.

JittorVis

JittorVis is an open-source library for understanding the inner workings of Jittor models by visually illustrating their dataflow graphs.

PraNet

Parallel Reverse Attention Network for Polyp Segmentation.

DeepFaceEditing

Deep Face Generation and Editing with Disentangled Geometry and Appearance Control.

SINet-V2

Concealed Object Detection (SINet-V2, IEEE TPAMI 2021). Code using Jittor Framework is available.

hlagcn

Jittor implementation of the paper "Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment".

Jittor-Image-Models

Abou

LearnJittorBasicIn60Min

计图零基础快速入门教程(60分钟)

di-fusion-network-jittor

Jittor implementation of the network architecture in DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors.

Zhusuan

Zhusuan with backend Jittor.

PRS-Net

This repository is code release for PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models.

PFSegNets

This repo contains the the implementation of CVPR-2021 work: PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation by Jittor.

APDrawingGAN

We provide Jittor implementations for our CVPR 2019 oral paper "APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs".

APDrawingGAN2

We provide Jittor implementations for our TPAMI 2020 paper "Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs".

CMIC-Retrieval

Code for Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning. ICCV 2021.

Unpaired-Portrait-Drawing

We provide Jittor implementations for our CVPR 2020 paper "Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping".

Jittor-MLP

Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLPv2, ConvMLP, ConvMixer in Jittor.