Ze Liu's repositories
CloserLook3D
A Closer Look at Local Aggregation Operators in Point Cloud Analysis(ECCV 2020)
Group-Free-3D
Group-Free 3D Object Detection via Transformers
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
MS-AMP
Microsoft Automatic Mixed Precision Library
PIC
Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020
Pytorch-Memory-Utils
pytorch memory track code
Relation-Shape-CNN
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
torch-points3d
Pytorch framework for doing deep learning on point clouds.
tutel
Tutel MoE: An Optimized Mixture-of-Experts Implementation
tutorials
PyTorch tutorials.
vision
Datasets, Transforms and Models specific to Computer Vision