unsupervised-segmentation

Official Implementation of Self-Supervised Street Gaussians for Autonomous Driving

Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models

Scene-Centric Unsupervised Panoptic Segmentation (CVPR 2025 Highlight)

Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion (ICCV 2025)

Official PyTorch implementation of 3D Gaussian Mapping (3DGM)

[NeurIPS 2024] Official code for DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut

[𝗠𝗜𝗖𝗖𝗔𝗜 𝟮𝟬𝟮𝟰] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

Industrial3D: A Terrestrial LiDAR Point Cloud Dataset and Cross-Paradigm Benchmark for Industrial Infrastructure

[ECCV2026] Official Pytorch Implementation for "Selective Synergistic learning for Video Object-Centric Learning"

[AAAI 2023] [Oral] PyTorch implement of paper "ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation": https://arxiv.org/abs/2211.13974

Implementation of a d3.js Visual Analytics dashboard for Sales Analysis and Customer Segmentation in Retail

Repository for the paper "Neural Networks for Classification and Unsupervised Segmentation of Visibility Artifacts on Monocular Camera Image"

Estimate dart scores by dart images input using Computer Vision and Digital Image Processing techniques (DSP Lab Final Project)

Unsupervised Image Segmentation using PyTorch

Paper code for Prompt-guided Region Growing and Foreground Identification Framework for Unsupervised Segmentation

Analyze and connect YouTube shows and podcasts using AI to deliver searchable insights and auto-generated infographic summaries.

Sound Topic Modeling - a tool for discovering sound units/themes/phrases in raw audio files

Customer segmentation analysis using PCA and K-Means clustering, with an interactive Tableau dashboard exploring customer behavior, transaction patterns, and sentiment.