1adrianb / 1adrianb/face-alignment

Other models available other than 4-stacked?

Open
#4 11 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
Stars
7.5k
Forks
1.4k
PR merge metrics
No merged PRs in 30d

Description

Hello Adrian,

Thanks for sharing your code in pytorch. I noticed that you have probably tested several models with less stacked FAN [here](https://github.com/1adrianb/face-alignment/blob/478c38823785db76ca85c059cd455a23a586b663/face_alignment/api.py#L26).

However, only 4-stacked pretrained model is available to download from your website. I would like to know that if it is possible to share smaller models even though the performance might be a little bit worse.

Thank you very much in advance.

Contributor guide

No contributing guide indexed for this repository

Research direction

The issue references the model loading logic in face_alignment/api.py line 26. Examine the available model configurations and the training pipeline to understand how to produce and share smaller models. Check if there are existing scripts for training different stack counts and what changes are needed to host and serve these models.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
ai, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Clearly specified
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.