# MMSceneGraph2

**Repository Path**: mypyml/mmsg

## Basic Information

- **Project Name**: MMSceneGraph2
- **Description**: HOI & SCG任务
- **Primary Language**: Python
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-09-26
- **Last Updated**: 2024-07-29

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

MMCV 风格的 HumanObjectInteraction & SceneGraph（计划支持） 框架

# HumanObjectInteraction
## 适配模型：
### 单阶段模型
- [GEN-VLKT, CVPR2022](https://github.com/YueLiao/gen-vlkt)
- [QPIC, CVPR2021](https://github.com/hitachi-rd-cv/qpic)

### 多阶段模型
- [ViPLO, CVPR2023](https://github.com/Jeeseung-Park/ViPLO)
- [UPT, CVPR2022](https://github.com/fredzzhang/upt)
- [SCG, ICCV2021](https://github.com/fredzzhang/spatially-conditioned-graphs)

## 适配数据集：

- [HICODET](https://gitee.com/mypyml/hico-det.git)
    缺陷：box质量差、no-interaction类
- [VCOCO](https://gitee.com/mypyml/vcoco.git)
    缺陷：no-obj类

## 适配指标:

- mAP
    AP50_full, AP50_rare, AP50_non_rare
- mPD
    依附于mAP
- AP-role-1/2
    相较vsrl_eval更合理，详见[v-coco](https://gitee.com/mypyml/v-coco)