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train_shapenet.sh
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train_shapenet.sh
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####################################################################################################
# Single-view
# silhouettes, w/o regularization
python mesh_reconstruction/train.py -eid shapenet_single_sil_nv1 -ni 50000 -ds shapenet -svt 1 -nv 1 -sm 1
# silhouettes, w/ regularization
python mesh_reconstruction/train.py -eid shapenet_single_sil_nv1_uvr -ni 100000 -ds shapenet -svt 1 -nv 1 -ld 0.1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_single_sil_nv1_uvr_cc -ni 100000 -ds shapenet -svt 1 -nv 1 -ld 0.2 -cc 1 -sm 1
# color, w/o regularization
python mesh_reconstruction/train.py -eid shapenet_single_color_nv1 -ni 50000 -ds shapenet -svt 1 -nv 1 -lp 0.5 -sm 1
# color, w/ regularization
python mesh_reconstruction/train.py -eid shapenet_single_color_nv1_uvr -ni 100000 -ds shapenet -svt 1 -nv 1 -lp 0.5 -ld 2 -sm 1
python mesh_reconstruction/train.py -eid shapenet_single_color_nv1_uvr_cc -ni 100000 -ds shapenet -svt 1 -nv 1 -lp 0.5 -ld 2 -cc 1 -sm 1
####################################################################################################
# Multi-view
# silhouettes
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv20 -ni 500000 -ds shapenet -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv10 -ni 250000 -ds shapenet -nv 10 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv5 -ni 125000 -ds shapenet -nv 5 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv3 -ni 75000 -ds shapenet -nv 3 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv2 -ni 50000 -ds shapenet -nv 2 -sm 1
# silhouettes + regularization
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv20_uvr_cc_long -ni 1000000 -ds shapenet -ld 0.03 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv20_uvr_cc -ni 500000 -ds shapenet -ld 0.03 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv10_uvr_cc -ni 500000 -ds shapenet -nv 10 -ld 0.03 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv5_uvr_cc -ni 250000 -ds shapenet -nv 5 -ld 0.03 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv3_uvr_cc -ni 150000 -ds shapenet -nv 3 -ld 0.03 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_sil_nv2_uvr_cc -ni 100000 -ds shapenet -nv 2 -ld 0.03 -cc 1 -sm 1
# color
python mesh_reconstruction/train.py -eid shapenet_multi_color_nv20 -ni 500000 -ds shapenet -lp 0.1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_color_nv2 -ni 50000 -ds shapenet -lp 0.1 -nv 2 -sm 1
# color + regularization
python mesh_reconstruction/train.py -eid shapenet_multi_color_nv20_uvr_cc_long -ni 1000000 -ds shapenet -lp 0.1 -nv 20 -ld 0.3 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_color_nv20_uvr_cc -ni 500000 -ds shapenet -lp 0.1 -nv 20 -ld 0.3 -cc 1 -sm 1
python mesh_reconstruction/train.py -eid shapenet_multi_color_nv2_uvr_cc -ni 100000 -ds shapenet -lp 0.1 -nv 2 -ld 0.3 -cc 1 -sm 1