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Add SegmentationModel unsupported warning #9632

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Merged
merged 3 commits into from
Sep 28, 2022
Merged

Add SegmentationModel unsupported warning #9632

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9b09740
Add SegmentationModel unsupported warning
glenn-jocher Sep 28, 2022
4efcca7
Update hubconf.py
glenn-jocher Sep 28, 2022
e5d5ef5
Update hubconf.py
glenn-jocher Sep 28, 2022
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7 changes: 5 additions & 2 deletions hubconf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,7 @@ def _create(name, pretrained=True, channels=3, classes=80, autoshape=True, verbo

from models.common import AutoShape, DetectMultiBackend
from models.experimental import attempt_load
from models.yolo import ClassificationModel, DetectionModel
from models.yolo import ClassificationModel, DetectionModel, SegmentationModel
from utils.downloads import attempt_download
from utils.general import LOGGER, check_requirements, intersect_dicts, logging
from utils.torch_utils import select_device
Expand All @@ -47,8 +47,11 @@ def _create(name, pretrained=True, channels=3, classes=80, autoshape=True, verbo
model = DetectMultiBackend(path, device=device, fuse=autoshape) # detection model
if autoshape:
if model.pt and isinstance(model.model, ClassificationModel):
LOGGER.warning('WARNING ⚠️ YOLOv5 v6.2 ClassificationModel is not yet AutoShape compatible. '
LOGGER.warning('WARNING ⚠️ YOLOv5 ClassificationModel is not yet AutoShape compatible. '
'You must pass torch tensors in BCHW to this model, i.e. shape(1,3,224,224).')
elif model.pt and isinstance(model.model, SegmentationModel):
LOGGER.warning('WARNING ⚠️ YOLOv5 SegmentationModel is not yet AutoShape compatible. '
'You will not be able to run inference with this model.')
else:
model = AutoShape(model) # for file/URI/PIL/cv2/np inputs and NMS
except Exception:
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