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awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

centerpoint

deit

Official DeiT repository

djiajunustc.github.io

fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

h-23d_r-cnn

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

irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

matrixvt

Official code for MatrixVT on BEVDepth.

mega.pytorch

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

mmdetection

Open MMLab Detection Toolbox and Benchmark

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

mxnet-ssd

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

projects

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

resc

Improving One-stage Visual Grounding by Recursive Sub-query Construction, ECCV 2020

sniper

SNIPER is an efficient multi-scale object detection algorithm

spconv

Spatial Sparse Convolution Library

stdc-seg

Source Code of our CVPR2021 paper "Rethinking BiSeNet For Real-time Semantic Segmentation"

transvg

voxel-r-cnn