diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..f6a173c2c421e7862506a23b4665edc700c35b8d 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,45 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+demo/videos filter=lfs diff=lfs merge=lfs -text
+model_data/parameters filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe filter=lfs diff=lfs merge=lfs -text
+model_data/parameters/cube_parts.npy filter=lfs diff=lfs merge=lfs -text
+model_data/parameters/gmm_08.pkl filter=lfs diff=lfs merge=lfs -text
+model_data/parameters/lmk_embedding_intraface_to_flame.pkl filter=lfs diff=lfs merge=lfs -text
+model_data/parameters/smpl_male.vtk filter=lfs diff=lfs merge=lfs -text
+model_data/parameters/smpl_vt_ft.npz filter=lfs diff=lfs merge=lfs -text
+model_data/parameters/test_smpl.py filter=lfs diff=lfs merge=lfs -text
+model_data/warddrobe/* filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_suit_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_tshirt_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt2_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt3_f_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt6_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt8_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_long_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt2_f_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt3_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt5_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt7_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt_f_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_suit2_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_suit3_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt10_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt11_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_tshirt2_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt9_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_tshirt_f_lr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_tshirt_m_lr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_long_f_hr.jpg filter=lfs diff=lfs merge=lfs -text
+model_data/wardrobe/SMPL_shirt4_m_hr.jpg filter=lfs diff=lfs merge=lfs -text
+trained_models/ROMP_HRNet32_V1.pkl filter=lfs diff=lfs merge=lfs -text
+trained_models/pretrain_hrnet.pkl filter=lfs diff=lfs merge=lfs -text
+trained_models/pretrain_resnet.pkl filter=lfs diff=lfs merge=lfs -text
+trained_models/ROMP_HRNet32_V1_ft_3DPW.pkl filter=lfs diff=lfs merge=lfs -text
+trained_models/ROMP_ResNet50_V1.pkl filter=lfs diff=lfs merge=lfs -text
+trained_models/ROMP_ResNet50_V1_ft_3DPW.pkl filter=lfs diff=lfs merge=lfs -text
+demo/videos/sample_video2.mp4 filter=lfs diff=lfs merge=lfs -text
+demo/videos/demo_video_frames filter=lfs diff=lfs merge=lfs -text
+demo/videos/sample_video.mp4 filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
index 84ee5a1f7605639eae7e3111b2518d3a9478b9a1..a9d4155eb74d52e3eee05a6049dfd85c81a70b53 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,10 @@
 ---
 license: apache-2.0
 pipeline_tag: image-to-3d
----
\ No newline at end of file
+---
+
+Model weights for [ROMP](https://www.yusun.work/BEV/BEV.html).
+
+### Paper
+
+[Monocular, One-stage, Regression of Multiple 3D People](https://huggingface.co/papers/2008.12272)
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