Configuration Files Overview

This directory contains configuration files for reproducing experiments and running inference across different components of the BBoxMaskPose project.

Which configs are available?

Here you can find configs setting-up hyperparameters of the whole loop. These are mainly:

How to prompt SAM
Which models to use (detection, pose, SAM)
How to chain models
...

For easier reference, the configs have the same names as in the supplementary material of the ICCV paper. So for example config bmp_D3.yaml is the prompting experiment used in the BMP loop. For details, see Tabs. 6 - 8 of the supplementary.

Where are appropriate configs?

/configs (this folder)
- Hyperparameter configurations for the BMP loop experiments. Use these files to reproduce training and evaluation settings.
/mmpose/configs
- Configuration files for MMPose, following the same format and structure as MMPose v1.3.1. Supports models, datasets, and training pipelines.
/sam2/configs
- Configuration files for SAM2, matching the format and directory layout of the original SAM v2.1 repository. Use these for prompt-driven segmentation and related tasks.