* Refactor code for speed and clarity

* Update dataloaders.py

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

---------

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Glenn Jocher authored and GitHub committed 2024-07-01 00:17:24 +02:00
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commit 100a423b66
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@@ -612,6 +612,7 @@ class TFModel:
iou_thres=0.45,
conf_thres=0.25,
):
"""Runs inference on input data, with an option for TensorFlow NMS."""
y = [] # outputs
x = inputs
for m in self.model.layers:
@@ -730,6 +731,7 @@ def run(
dynamic=False, # dynamic batch size
):
# PyTorch model
"""Exports YOLOv5 model from PyTorch to TensorFlow and Keras formats, performing inference for validation."""
im = torch.zeros((batch_size, 3, *imgsz)) # BCHW image
model = attempt_load(weights, device=torch.device("cpu"), inplace=True, fuse=False)
_ = model(im) # inference