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first_image=$1 | |
last_image=$2 | |
sam_model_path="sam/ckpt" | |
sam2_model_path="sam2/ckpt" | |
model_path="CogVideo-X/ckpt" | |
mkdir -p demo/rgb | |
cp $first_image demo/rgb/0001.png | |
cp $last_image demo/rgb/0002.png | |
# get segmentation maps | |
python auto-seg/auto-mask-align.py \ | |
--sam1_checkpoint $sam_model_path \ | |
--sam2_checkpoint $sam2_model_path \ | |
--video_path demo/rgb \ | |
--output_dir demo/seg \ | |
--level "default" | |
# get normal maps | |
python get_normal.py --base_path demo | |
RGB video interpolation | |
python video_inference.py \ | |
--model_path $model_path \ | |
--output_dir demo/video/rgb \ | |
--first_image demo/rgb/0001.png \ | |
--last_image demo/rgb/0002.png | |
# Segmentation map video interpolation | |
python video_inference.py \ | |
--model_path $model_path \ | |
--output_dir demo/video/seg \ | |
--first_image demo/seg/0001.png \ | |
--last_image demo/seg/0002.png | |
# Normal map video interpolation | |
python video_inference.py \ | |
--model_path $model_path \ | |
--output_dir demo/video/normal \ | |
--first_image demo/normal/0001.png \ | |
--last_image demo/normal/0002.png | |
# 3DGS field construction | |
mkdir -p demo/data | |
cp demo/seg/colors.npy demo/data | |
python entry_point.py \ | |
pipeline.rgb_video_path="demo/video/rgb/video_ckpt_800.mp4" \ | |
pipeline.normal_video_path="demo/video/normal/video_ckpt_800.mp4" \ | |
pipeline.seg_video_path="demo/video/seg/video_ckpt_800.mp4" \ | |
pipeline.data_path="demo/data" \ | |
gaussian.dataset.source_path="demo/data" \ | |
gaussian.dataset.model_path="demo/output" \ | |
pipeline.selection=False \ | |
gaussian.opt.max_geo_iter=1500 \ | |
gaussian.opt.normal_optim=True \ | |
gaussian.opt.optim_pose=False \ | |
pipeline.skip_video_process=False \ | |
pipeline.skip_pose_estimate=False \ | |
pipeline.skip_lang_feature_extraction=False |