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pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

pointnext

PyTorch repo for ``PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies''

pointr

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

points2poly

Reconstructing compact building models from point clouds using deep implicit fields

pointscatter

pointsift

a module for 3D semantic segmentation in point clouds.

pointtransformerv2

[NeurIPS 2022] A official PyTorch implementation of PTv2, also an all-in-one codebase for point cloud recognition.

pointweb

PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing, CVPR2019.

polarseg

Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)

polyloss-pytorch

Polyloss Pytorch Implementation

poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

pq-transformer

primitivenet

PrimitiveNet: Primitive Instance Segmentation with Local Primitive Embedding under Adversarial Metric (ICCV 2021)

processing-library-template

Processing Library Template for Eclipse

pushboundary

pvt

PVT: Point-Voxel Transformer for 3D Deep Learning

pybind11

Seamless operability between C++11 and Python

pycontrast

PyTorch implementation of Contrastive Learning methods

pygcl

PyGCL: A PyTorch Library for Graph Contrastive Learning

pysyft

A library for answering questions using data you cannot see

python-100-days

Python - 100天从新手到大师

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-goodies

PyTorch Boilerplate For Research

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

pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-res2net

PyTorch implementation of Res2Net

pytorch-segmentation

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)