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GITSHOHOKU

GITSHOHOKU

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GITSHOHOKU's repositories

3D-Machine-Learning

A resource repository for 3D machine learning

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algorithms

Minimal examples of data structures and algorithms in Python

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automatic-integration

Official repo for AutoInt: Automatic Integration for Fast Neural Volume Rendering in CVPR 2021

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blood_vessel_feature_extraction

python script to skeletonize and extract key features from retinal vasculature

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DeepFit

Code for the paper "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"

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DeepSDF

Learning Continuous Signed Distance Functions for Shape Representation

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Dynamic-Vision-Transformer

Accelerating T2t-ViT by 1.6-3.6x.

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kilonerf

Code for KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

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meshroom

3D Reconstruction Software

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mip-nerf

Mip-NeRF in Pytorch

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nerfplusplus

improves over nerf in 360 capture of unbounded scenes

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neurecon

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

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NURBS-Python

Object-oriented pure Python B-Spline and NURBS library

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openMVS

open Multi-View Stereo reconstruction library

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putting-nerf-on-a-diet

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Implementation

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pypoisson

Poisson Surface Reconstruction Python Binding

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PyQtGraph-2D-3D-View

Here is 3D view implement on Python

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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

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RMA-Net

the code of the paper: Recurrent Multi-view Alignment Network for Unsupervised Surface Registration (CVPR 2021)

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SegFormer

Official PyTorch implementation of SegFormer

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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Self-supervised-Fewshot-Medical-Image-Segmentation

[ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)

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SETR

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

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skeletor

3D skeleton extraction from meshes.

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SparsePlanes

Planar Surface Reconstruction from Sparse Views

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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Swin-Unet

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

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TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

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tsdf-plusplus

TSDF++: A Multi-Object Formulation for Dynamic Object Tracking and Reconstruction

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Virtual-Multi-View-Fusion

An Elegant PyTorch Implementation of ECCV'2020: Virtual Multi View Fusion for 3D Semantic Segmentation.

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