Rare find

Slot Attention. AI model that learns to pick out separate objects in images automatically.

github.com/lucidrains/slot-attention

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

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Updates

June 2026

add a wrapper for orthogonal auxiliary loss for the slots, given rece… Jun 6
1.5.1 Jun 6
add the proposed meta slot attention by Hongjia Liu et al for dedupli… Jun 6

August 2024

Release —1.4.0 Aug 20
add adaptive slot wrapper Aug 20
Release —1.2.2 Aug 17
quick fix Aug 17
last cleanup Aug 16
Release —1.2.1a Aug 16
update to using api token for pypi Aug 16
Release —1.2.1 Aug 16
cleanup Aug 16
Release —1.2.0 Aug 16
improvise a multi head version of slot attention Aug 16

January 2023

Release —1.1.2 Jan 17
setup.py Jan 17
fix slots not initialized with same dtype as input Jan 17

February 2021

Release —1.1.1 Feb 1
fix device error Feb 1

January 2021

Release —1.1.0 Jan 30
place sigma parameters in log space, as in official repo Jan 30
Release —1.0.2 Jan 22
patch and release Jan 22
Merge pull request #4 from Horse7354/patch-1 Jan 22
Update slot_attention.py Jan 22

October 2020

update with official repository link Oct 25

August 2020

Release —1.0.1 Aug 6
add for experimental too Aug 6
bump and make 1.0, given someone had replicated it Aug 6
Merge pull request #2 from rasmusbergpalm/patch-1 Aug 6