OptSolution

JSON2YOLO

Convert JSON annotations into YOLO format.

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

3D-Gaussian-Splatting-Papers

3D高斯论文，持续更新，欢迎交流讨论。

DiffusionDet

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

HierarchicalDet

MICCAI23 & Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays

PytorchDeepLearing

Meidcal Image Segmentation Pytorch Version

DENTEX

MICCAI 2023 - Dental Enumeration and Diagnosis on Panoramic X-rays Challenge

LGM

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.

PIN_SLAM

📍PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency [TRO' 24]

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Generative-AI

[TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era

simple_bev

A Simple Baseline for BEV Perception

mipnerf

ba-mdslam

Photometric SLAM and Bundle Adjustment for RGB-D and LiDAR in CUDA.

PSgradientSDF

code of the paper "High-Quality RGB-D Reconstruction via Multi-View Uncalibrated Photometric Stereo and Gradient-SDF"

determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

NeRF-Det

[ICCV 2023] Code for NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection

nerfplusplus

improves over nerf in 360 capture of unbounded scenes

bundle-adjusting-NeRF

BARF: Bundle-Adjusting Neural Radiance Fields 🤮 (ICCV 2021 oral)

nonrigid_nerf

Open source repository for the code accompanying the paper 'Non-Rigid Neural Radiance Fields Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video'.

iNeRF-public

RNR-Map

Official Github repository for "Renderable Neural Radiance Map for Visual Navigation‬". (CVPR 2023)

TensoRF

[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

Vox-Fusion

Code for "Dense Tracking and Mapping with Voxel-based Neural Implicit Representation", ISMAR 2022

ESLAM

NSVF

Open source code for the paper of Neural Sparse Voxel Fields.

NeRF-SLAM

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641 + Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM https://arxiv.org/abs/2210.01276

RGBDNeRF

Code for "Neural Radiance Fields from Sparse RGB-D Images for High-Quality View Synthesis"

RoutedFusion

RGBD-NeRF

Incooperating depth information into NeRF