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object-discovery

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CVMI-Lab /SlotCon

(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping

object-discovery self-supervised-learning pre-training contrastive-learning neurips-2022 slotcon

UpdatedMar 10, 2025
Python

chwilms /AttentionMask

AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects (ACCV 2018, accepted as oral)

caffe cnn attention object-proposals visual-attention object-discovery accv2018

UpdatedJul 6, 2023
Jupyter Notebook

loeweX /ComplexAutoEncoder

Code for the paper: Complex-Valued Autoencoders for Object Discovery

machine-learning deep-learning pytorch object-discovery

UpdatedFeb 15, 2023
Python

chwilms /superpixelRefinement

Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)

caffe cnn segmentation superpixels object-proposals object-discovery cnn-segmentation icpr2020

UpdatedJan 19, 2022
Jupyter Notebook

ponimatkin /ssl-vos

[WACV 2023] A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation

video-object-detection spectral-clustering object-discovery self-supervised-learning video-object-segmentation

UpdatedDec 2, 2022
Python

aljosaosep /kitti-track-collection

Data and devtools for the "Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video" paper.

computer-vision clustering kitti-data object-tracking kitti-dataset object-discovery

UpdatedNov 2, 2018
Python

LOD

huyvvo /LOD

[NeurIPS 2021] Official Matlab implementation of LOD: Large-Scale Unsupervised Object Discovery.

distributed unsupervised-learning large-scale object-discovery

UpdatedJun 16, 2022
C

basilevh /object-discovery-cp-gan

Unsupervised Object Discovery and Segmentation with a Copy-Pasting GAN (CP-GAN) - PyTorch implementation (unofficial)

machine-learning computer-vision generative-adversarial-network gan unsupervised-learning object-segmentation object-discovery

UpdatedMay 19, 2020
Python

HHousen /object-discovery-pytorch

An implementation of several unsupervised object discovery models (Slot Attention, SLATE, GNM) in PyTorch with pre-trained models.

machine-learning pytorch object-detection object-discovery pytorch-lightning slot-attention

UpdatedApr 13, 2023
Python

huyvvo /OSD

[CVPR 2019] Official Matlab implementation of OSD: Unsupervised image matching and object discovery as optimization.

unsupervised convex-optimization discrete-optimization object-discovery

UpdatedNov 4, 2021
HTML

huyvvo /rOSD

[ECCV 2020] Official Matlab implementation of rOSD: Toward unsupervised, multi-object discovery in large-scale image collections.

unsupervised region-proposals object-discovery

UpdatedNov 4, 2021
C

harm-matthias-harms /AttentionBox

AttentionBox: Efficient Object Proposal Generation based on AttentionMask

caffe cnn attention object-proposals visual-attention object-discovery

UpdatedDec 4, 2019
Jupyter Notebook

silky1708 /LOCATE

[BMVC 2023] Official repository for LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training

segmentation object-discovery self-supervised-learning bmvc2023

UpdatedFeb 11, 2024
Python

rishavpramanik /maskedmultiqueryslot

[IJCNN 2024] Masked Multi-Query Slot Attention for Unsupervised Object Discovery, 2024 International Joint Conference on Neural Networks

unsupervised-learning object-discovery self-supervised-learning slot-attention

UpdatedMar 3, 2025
Python

hollydinkel /astrobeecd

[IAC 2023, AA 2024] This repository contains the code used in our paper, "AstrobeeCD: Change Detection in Microgravity with Free-Flying Robots." This method is useful for detecting 3D scene changes given a 3D model, a sequence of images, and a sequence of camera poses.

computer-vision localization mapping space computer-graphics inspection object-detection scene-recognition 3d-reconstruction artemis international-space-station change-detection scene-understanding object-discovery astrobee robotic-vision microgravity robotic-caretaking robotic-inspection robotic-maintenance

UpdatedJan 29, 2025
Python

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