HOFEC

手物特征增强互补模型（Hand-Object Feature Enhancement Complementary，HOFEC）是一个用于联合估计手物姿态的网络模型~

项目结构

${ROOT}  
|-- data  
|   |-- HO3D
|   |   |-- data
|   |   |   |-- train
|   |   |   |   |-- ABF10
|   |   |   |   |-- ......
|   |   |   |-- evaluation
|   |   |   |-- train_segLable
|   |   |   |-- ho3d_train_data.json
|   |-- DEX_YCB
|   |   |-- data
|   |   |   |-- 20200709-subject-01
|   |   |   |-- ......
|   |   |   |-- object_render
|   |   |   |-- dex_ycb_s0_train_data.json
|   |   |   |-- dex_ycb_s0_test_data.json

数据

• HO3D
• Dex-ycb
• 测试数据

训练 & 测试

HO3D

windows:
bash sh/train_ho3d.sh
bash sh/train_ho3d_test.sh

linux:
sh sh/train_ho3d.sh
sh sh/train_ho3d_test.sh

Dex-ycb

windows:
bash sh/train_dex-ycb.sh
bash sh/train_dex-ycb_test.sh

linux:
sh sh/train_dex-ycb.sh
sh sh/train_dex-ycb_test.sh

致谢

• HandOccNet
• Semi-Hand-Object
• HFL-Net