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Make huggingface_hub soft dependency

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Niels
2024-08-05 09:37:53 +02:00
parent 0c28c630c2
commit 6aeee34775
3 changed files with 24 additions and 4 deletions
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8
sam2/build_sam.py
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@@ -11,8 +11,6 @@ from hydra import compose
from hydra.utils import instantiate
from omegaconf import OmegaConf
from huggingface_hub import hf_hub_download
def build_sam2(
config_file,
@@ -80,6 +78,8 @@ def build_sam2_video_predictor(
def build_sam2_hf(model_id, **kwargs):
from huggingface_hub import hf_hub_download
model_id_to_filenames = {
"facebook/sam2-hiera-tiny": ("sam2_hiera_t.yaml", "sam2_hiera_tiny.pt"),
"facebook/sam2-hiera-small": ("sam2_hiera_s.yaml", "sam2_hiera_small.pt"),
@@ -87,12 +87,14 @@ def build_sam2_hf(model_id, **kwargs):
"facebook/sam2-hiera-large": ("sam2_hiera_l.yaml", "sam2_hiera_large.pt"),
}
config_name, checkpoint_name = model_id_to_filenames[model_id]
# config_file = hf_hub_download(repo_id=model_id, filename=config_name)
ckpt_path = hf_hub_download(repo_id=model_id, filename=checkpoint_name)
return build_sam2_video_predictor(config_file=config_name, ckpt_path=ckpt_path, **kwargs)
def build_sam2_video_predictor_hf(model_id, **kwargs):
from huggingface_hub import hf_hub_download
config_file = hf_hub_download(repo_id=model_id, filename=f"{model_id}.yaml")
ckpt_path = hf_hub_download(repo_id=model_id, filename=f"{model_id}.pt")
return build_sam2_video_predictor(config_file=config_file, ckpt_path=ckpt_path, **kwargs)