ShuLiu1993

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

GNNPapers

Must-read papers on graph neural networks (GNN)

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

waymo-open-dataset

Waymo Open Dataset

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

second.pytorch

SECOND for KITTI/NuScenes object detection

PointRCNN

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

ObjectDetectionImbalance

Lists the papers related to imbalance problems in object detection [TPAMI]

brevitas

Brevitas: neural network quantization in PyTorch

ATSS

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

second.pytorch

PointPillars for KITTI object detection

Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress

Papers on Graph neural network(GNN)

FreeAnchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

WSL-Images

Weakly Supervised Learning On Images

FishNet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

WeightStandardization

Standardizing weights to accelerate micro-batch training

pba

Efficient Learning of Augmentation Policy Schedules

DenseNAS

Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)

sampling-free

IEEE TIP: Is heuristic sampling necessary in training deep object detectors? Try sampling-free object detectors!

DetNAS

ASIS

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

ViP

Video Platform for Action Recognition and Object Detection in Pytorch

PartA2-Net

From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network, TPAMI 2020