bibi547

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pytorch-mask-rcnn

sts-2d

MICCAI 2023 Challenges ：STS-基于2D 全景图像的牙齿分割任务

miccai2D-teeth-segmentation

MICCAI 2023 Challenges ：STS-基于2D 全景图像的牙齿分割任务 初赛第一 复赛第四方案分享

nnUNet

SuPreM

[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

mesh2sdf

Converts an input mesh to a signed distance field (SDF)

MedSAM

Segment Anything in Medical Images

Inpaint-Anything

Inpaint anything using Segment Anything and inpainting models.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

stable-diffusion

A latent text-to-image diffusion model

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

GenericSSL

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

FreeReg

[ICLR 2024] FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

siren-pytorch

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function

iMeshSegNet

iMeshSegNet implementations.

MeshMAE

MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis

diffusion-net

Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.

meshview

Simple OpenGL mesh/point cloud viewer

siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

sdf

Parallelized triangle mesh --> continuous signed distance field on CPU

sdf

Simple SDF mesh generation in Python

SkeletonMerger

Code repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.

I2P-MAE

[CVPR 2023] Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders

Point-BERT

[CVPR 2022] Pre-Training 3D Point Cloud Transformers with Masked Point Modeling

Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

ISBNet

ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)