open-mmlab/mmagic

[Feature] Glean lightweight model

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#1,942 opened on Jul 15, 2023

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good first issuehelp wantedkind/enhancement

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Description

What's the feature?

I am reading Glean published in TPAMI (https://ieeexplore.ieee.org/document/9808408). The paper mentions that codes and models are avaiable in this site. However, I cannot find several models that I am interested to test. Particularly codes and checkpoints for LightGLEAN with BigGan as backend. Any help is welcomed!

Any other context?

No response

Contributor guide

Research direction
Implement the LightGLEAN model with BigGAN backend as described in the paper, and provide code and checkpoints.
Tech stack
pythonpytorch
Domain
aimachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
35