songlilucky

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

lambda.pytorch

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet

3D-NMS-and-3D-IoU

swa_object_detection

SWA Object Detection

deit

Official DeiT repository

Pointnet2.PyTorch

A faster implementation of PointNet++ based on PyTorch.

PCT

Jittor implementation of PCT:Point Cloud Transformer

qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Video-Action-Transformer-Network-Pytorch-

Implementation of the paper Video Action Transformer Network

CenterPoint

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

SparseR-CNN

[CVPR2021, PAMI2023] End-to-End Object Detection with Learnable Proposal

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

epipolar-transformers

Epipolar Transformers (best paper award, CVPR 2020 workshop)

SegmenTron

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

qdtrack

Quasi-Dense Similarity Learning for Multiple Object Tracking, CVPR 2021 (Oral)

CSBook

awesome-anchor-free-object-detection

In this project, we focus on collection the anchor free object detection paper or code.

WaymoCOCO

Waymo Open Dataset converter to COCO format

PyTorch-Encoding

A CV toolkit for my papers.

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

ResNeSt

ResNeSt: Split-Attention Networks

WoodScape

The repository containing tools and information about the WoodScape dataset.

Stereo-3D-Object-Detection-for-Autonomous-Driving

3D object detection using Stereo-RCNN for Autonomous Driving

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

ZoomNet

ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

PolarMask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'