CHENG-YOU LU's starred repositories

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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pyenv

Simple Python version management

Summer2025-Internships

Collection of Summer 2025 tech internships!

dinov2

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

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PathPlanning

Common used path planning algorithms with animations.

Language:PythonLicense:MITStargazers:7824Issues:100Issues:42

snorkel

A system for quickly generating training data with weak supervision

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dust3r

DUSt3R: Geometric 3D Vision Made Easy

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PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Language:PythonLicense:MITStargazers:3659Issues:115Issues:54

Semantic-Segment-Anything

Automated dense category annotation engine that serves as the initial semantic labeling for the Segment Anything dataset (SA-1B).

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IsaacLab

Unified framework for robot learning built on NVIDIA Isaac Sim

Language:PythonLicense:NOASSERTIONStargazers:1869Issues:28Issues:601

ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

Language:Jupyter NotebookLicense:MITStargazers:1249Issues:24Issues:142

DirectVoxGO

Direct voxel grid optimization for fast radiance field reconstruction.

Language:PythonLicense:NOASSERTIONStargazers:1039Issues:25Issues:66

video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

Language:PythonLicense:MITStargazers:827Issues:29Issues:132

taichi-nerfs

Implementations of NeRF variants based on Taichi + PyTorch

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ENeRF

SIGGRAPH Asia 2022: Code for "Efficient Neural Radiance Fields for Interactive Free-viewpoint Video"

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RANet

RANet: Ranking Attention Network for Fast Video Object Segmentation (VOS), ICCV2019

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StreamRF

Official implementation of our NeurIPS paper "Streaming Radiance Fields for 3D Video Synthesis"

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ActiveNeRF

Official repository of ActiveNeRF (ECCV2022)

neu-nbv

(IROS2023) NeU-NBV: Next Best View Planning Using Uncertainty Estimation in Image-Based Neural Rendering

Language:PythonLicense:MITStargazers:49Issues:1Issues:6

MIMO-VRN

Video Rescaling Networks with Joint Optimization Strategies for Downscaling and Upscaling (CVPR 2021)

shapes

A 2D shape generator using Bezier curves

Language:PythonLicense:MITStargazers:41Issues:3Issues:1

Domain-Adaptation-with-Conditional-Distribution-Matching-and-Generalized-Label-Shift

Code for the paper Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift

Language:PythonLicense:MITStargazers:37Issues:5Issues:1

NeurAR

Implementation of NeurAR: Neural Uncertainty for Autonomous 3D Reconstruction with Implicit Neural Representations

Language:PythonLicense:MITStargazers:17Issues:1Issues:2

PointHop2

PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

DiVa360

[CVPR 2024 Highlight] DiVa360 dataset

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Constrained-DBSCAN-Clustering

Implementation of the Constrained DBSCAN

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