ultralytics 8.0.81 single-line docstring updates (#2061)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
This commit is contained in:
Glenn Jocher
2023-04-17 00:45:36 +02:00
committed by GitHub
parent 5bce1c3021
commit a38f227672
64 changed files with 620 additions and 58 deletions

View File

@ -10,12 +10,14 @@ from ultralytics.yolo.utils import DEFAULT_CFG, ROOT, ops
class DetectionPredictor(BasePredictor):
def preprocess(self, img):
"""Convert an image to PyTorch tensor and normalize pixel values."""
img = (img if isinstance(img, torch.Tensor) else torch.from_numpy(img)).to(self.model.device)
img = img.half() if self.model.fp16 else img.float() # uint8 to fp16/32
img /= 255 # 0 - 255 to 0.0 - 1.0
return img
def postprocess(self, preds, img, orig_imgs):
"""Postprocesses predictions and returns a list of Results objects."""
preds = ops.non_max_suppression(preds,
self.args.conf,
self.args.iou,
@ -35,6 +37,7 @@ class DetectionPredictor(BasePredictor):
def predict(cfg=DEFAULT_CFG, use_python=False):
"""Runs YOLO model inference on input image(s)."""
model = cfg.model or 'yolov8n.pt'
source = cfg.source if cfg.source is not None else ROOT / 'assets' if (ROOT / 'assets').exists() \
else 'https://ultralytics.com/images/bus.jpg'