ultralytics 8.0.65 YOLOv8 Pose models (#1347)

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This commit is contained in:
Ayush Chaurasia 2023-04-06 03:55:32 +05:30 committed by GitHub
parent 9af3e69b1a
commit 1cb92d7f42
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57 changed files with 1578 additions and 489 deletions

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@ -91,8 +91,10 @@ class AutoBackend(nn.Module):
if nn_module:
model = weights.to(device)
model = model.fuse(verbose=verbose) if fuse else model
names = model.module.names if hasattr(model, 'module') else model.names # get class names
if hasattr(model, 'kpt_shape'):
kpt_shape = model.kpt_shape # pose-only
stride = max(int(model.stride.max()), 32) # model stride
names = model.module.names if hasattr(model, 'module') else model.names # get class names
model.half() if fp16 else model.float()
self.model = model # explicitly assign for to(), cpu(), cuda(), half()
pt = True
@ -102,6 +104,8 @@ class AutoBackend(nn.Module):
device=device,
inplace=True,
fuse=fuse)
if hasattr(model, 'kpt_shape'):
kpt_shape = model.kpt_shape # pose-only
stride = max(int(model.stride.max()), 32) # model stride
names = model.module.names if hasattr(model, 'module') else model.names # get class names
model.half() if fp16 else model.float()
@ -268,13 +272,14 @@ class AutoBackend(nn.Module):
for k, v in metadata.items():
if k in ('stride', 'batch'):
metadata[k] = int(v)
elif k in ('imgsz', 'names') and isinstance(v, str):
elif k in ('imgsz', 'names', 'kpt_shape') and isinstance(v, str):
metadata[k] = eval(v)
stride = metadata['stride']
task = metadata['task']
batch = metadata['batch']
imgsz = metadata['imgsz']
names = metadata['names']
kpt_shape = metadata.get('kpt_shape')
elif not (pt or triton or nn_module):
LOGGER.warning(f"WARNING ⚠️ Metadata not found for 'model={weights}'")