deepinsight / deepinsight/insightface
scrfd anchor configs
- Dominant language
- Python
- Stars
- 29.7k
- Forks
- 6.1k
- PR merge metrics
- No merged PRs in 30d
Description
Hi,
Thanks so much for sharing such great work!
I would like to ask how to generate anchors that adapts to my own dataset. For the 640*640 resolution of scrfd's input, does it be generated by k-means clustering? whether needs to consider resize the original image to 640*640? obtained anchors in this way, and then calculate the parameters as scales/ratios/base_size/stride in config files related anchor?
Thanks a lot!
Contributor guide
No contributing guide indexed for this repository
Research direction
The issue names SCRFD input resolution and anchor config parameters, but no files, tests, or entry points. Start by locating the SCRFD anchor configuration and training documentation, then determine how custom-dataset anchors map to scales, ratios, base_size, and stride. Done means providing clear, reproducible guidance for generating and configuring anchors.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100