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quick fix for emotion recognition #64

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quick fix for emotion recognition #64

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8db3dec
update requirements for face_alignment
cscmt Aug 24, 2023
c10dc3f
quick fix loading checkpoint from EMOCA v1
cscmt Aug 24, 2023
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10 changes: 8 additions & 2 deletions gdl_apps/EmotionRecognition/utils/io.py
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Original file line number Diff line number Diff line change
Expand Up @@ -47,9 +47,9 @@ def load_configs(run_path):



def replace_asset_dirs(cfg, output_dir : Path, ):
def replace_asset_dirs(cfg, output_dir : Path, deca_checkpoint_path : Path = None):
asset_dir = get_path_to_assets()
if 'deca_cfg' in cfg.keys():
if 'deca_cfg' in cfg.model.keys():
# cfg.model.deca_cfg.inout.output_dir = str(output_dir.parent)
# cfg.model.deca_cfg.inout.full_run_dir = str(output_dir / mode)
# cfg.model.deca_cfg.inout.checkpoint_dir = str(output_dir / mode / "checkpoints")
Expand All @@ -70,6 +70,12 @@ def replace_asset_dirs(cfg, output_dir : Path, ):
# cfg.model.emonet_model_path = str(asset_dir / "EmotionRecognition/image_based_networks/ResNet50")
cfg.model.deca_cfg.model.emonet_model_path = ""

if not bool(cfg.model.deca_checkpoint):
if deca_checkpoint_path is not None:
cfg.model.deca_checkpoint = str(deca_checkpoint_path)
else:
print("[WARNING] Pointing the EMOCA-based emotion recognition model to the original EMOCA version")
cfg.model.deca_checkpoint = str(asset_dir / "EMOCA/models/EMOCA/detail/checkpoints/deca-epoch=03-val_loss/dataloader_idx_0=9.44489288.ckpt")
return cfg


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2 changes: 1 addition & 1 deletion requirements38.txt
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Expand Up @@ -12,7 +12,7 @@ docker-pycreds~=0.4.0
docutils~=0.16
dominate~=2.6.0
easydict~=1.9
face-alignment~=1.3.3
face-alignment~=1.3.4
facenet-pytorch~=2.5.1
flatbuffers~=1.12
freetype-py~=2.2.0
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