deepinsight / deepinsight/insightface

Unable to match resnet-50 backbone performance on glint360k dataset

Open
#1,590 7 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
29.7k
Forks
6.1k
PR merge metrics
No merged PRs in 30d

Description

Hi,

I have been trying to replicate your results and I was able to do so with the Resnet-100 backbone on the glint360k dataset but not with the Resnet-50 backbone. This makes me wonder if you have a separate config file for the Resnet-50 model and if so, could you please share the config file?

Thanks a lot!

Contributor guide

No contributing guide indexed for this repository

Research direction

The issue names no file, test, or entry point. Start by locating the ResNet-50 and Glint360k training configurations, compare them with the working ResNet-100 setup, and confirm that the relevant configuration is available or documented so the reported performance can be reproduced.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.