xvjiarui

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

wsolevaluation

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

selavi

This repo covers the implementation for Labelling unlabelled videos from scratch with multi-modal self-supervision, which learns clusters from multi-modal data in a self-supervised way.

refer

Referring Expression Datasets API

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

torchmore

omegaconf

Flexible Python configuration system. The last one you will ever need.

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

DPT

Dense Prediction Transformers

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

PixPro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

iopath

A python library that provides common I/O interface across different storage backends.

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

TracKit

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking

SiamDW

[CVPR'19 Oral] Deeper and Wider Siamese Networks for Real-Time Visual Tracking

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

deq

[NeurIPS'19] Deep Equilibrium Models

remark

A simple, in-browser, markdown-driven slideshow tool.

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

Pytorch-Correlation-extension

Custom implementation of Corrleation Module

toolkit

Official Python toolkit for generic object tracking benchmark GOT-10k and beyond

PyMarchingCubes

Marching cubes with and without color interpolation, and edge subsampling.

cheatsheets

Official Matplotlib cheat sheets

panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

kornia

Geometric Computer Vision Library for Spatial AI

FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

SoftRas

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"