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Add raft_large weights fined-tuned on Kitti #5081

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Dec 9, 2021
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Add raft_large weights fined-tuned on Kitti #5081

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Added raft_large weights fined-tuned on Kitti
NicolasHug Dec 9, 2021
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typo
NicolasHug Dec 9, 2021
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36 changes: 24 additions & 12 deletions torchvision/prototype/models/optical_flow/raft.py
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Original file line number Diff line number Diff line change
Expand Up @@ -79,18 +79,30 @@ class Raft_Large_Weights(WeightsEnum):
},
)

# C_T_SKHT_K_V1 = Weights(
# # Chairs + Things + Sintel fine-tuning + Kitti fine-tuning i.e.:
# # Chairs + Things + (Sintel + Kitti + HD1K + Things_clean) + Kitti
# # Same as CT_SKHT with extra fine-tuning on Kitti
# # Corresponds to the C+T+S+K+H on paper with fine-tuning on Sintel and then on Kitti
# url="",
# transforms=RaftEval,
# meta={
# "recipe": "",
# "epe": -1234,
# },
# )
C_T_SKHT_K_V1 = Weights(
# Chairs + Things + Sintel fine-tuning + Kitti fine-tuning, ported from the original repo (sintel-kitti.pth)
url="https://download.pytorch.org/models/raft_large_C_T_SKHT_K_V1-4a6a5039.pth",
transforms=RaftEval,
meta={
**_COMMON_META,
"recipe": "https://github.com/princeton-vl/RAFT",
"kitti_test_f1-all": 5.10,
},
)

C_T_SKHT_K_V2 = Weights(
# Chairs + Things + Sintel fine-tuning + Kitti fine-tuning i.e.:
# Chairs + Things + (Sintel + Kitti + HD1K + Things_clean) + Kitti
# Same as CT_SKHT with extra fine-tuning on Kitti
# Corresponds to the C+T+S+K+H on paper with fine-tuning on Sintel and then on Kitti
url="https://download.pytorch.org/models/raft_large_C_T_SKHT_K_V2-b5c70766.pth",
transforms=RaftEval,
meta={
**_COMMON_META,
"recipe": "https://github.com/pytorch/vision/tree/main/references/optical_flow",
"kitti_test_f1-all": 5.19,
},
)

default = C_T_V2

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