43 Open source projects that are alternatives of or similar to MPViT

PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，BEiT，MAE等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

KoCLIP: Korean port of OpenAI CLIP, in Flax

pix2tex: Using a ViT to convert images of equations into LaTeX code.

a collection of visualization function

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

A collection of SOTA Image Classification Models in PyTorch

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Cut out objects and remove backgrounds from pictures with artificial intelligence

You Only Look at One Sequence (NeurIPS 2021)

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Vision Transformer for 3D medical image registration (Pytorch).

This repository is an open-source PointPainting package which is easy to understand, deploy and run!

This repository contains demos I made with the Transformers library by HuggingFace.

Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

SOTA Semantic Segmentation Models in PyTorch

Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

Instance segmentation for anime characters based on CondInst and SOLOv2

A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".

Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

Implementation of Conv-based and Vit-based networks designed for CIFAR.

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

A Large Dataset of Historical Japanese Documents with Complex Layouts

Pytorch implementation of the paper, Neural re-rendering of humans from a single image.

api server for detectron2

Instance Shadow Detection (CVPR 2020)

Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

SwinIR: Image Restoration Using Swin Transformer (official repository)

The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-language transformer, video-language transformer and related datasets. Additionally, it also collects many useful tutorials and tools in these related domains.

PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR)

Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022)

[NeurIPS 2021] Global Filter Networks for Image Classification

Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" available on Arxiv and was submitted to ICIAP 2021.