ultralytics 8.0.20 CLI yolo simplifications, DDP and ONNX fixes (#608)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Sid Prabhakaran <s2siddhu@gmail.com>
This commit is contained in:
Glenn Jocher
2023-01-25 21:21:39 +01:00
committed by GitHub
parent 59d4335664
commit 15b3b0365a
17 changed files with 242 additions and 139 deletions

View File

@ -1,4 +1,5 @@
# Ultralytics YOLO 🚀, GPL-3.0 license
import sys
from ultralytics.yolo.data import build_classification_dataloader
from ultralytics.yolo.engine.validator import BaseValidator
@ -45,11 +46,17 @@ class ClassificationValidator(BaseValidator):
self.logger.info(pf % ("all", self.metrics.top1, self.metrics.top5))
def val(cfg=DEFAULT_CFG):
cfg.model = cfg.model or "yolov8n-cls.pt" # or "resnet18"
cfg.data = cfg.data or "mnist160"
validator = ClassificationValidator(args=cfg)
validator(model=cfg.model)
def val(cfg=DEFAULT_CFG, use_python=False):
model = cfg.model or "yolov8n-cls.pt" # or "resnet18"
data = cfg.data or "mnist160"
args = dict(model=model, data=data, verbose=True)
if use_python:
from ultralytics import YOLO
YOLO(model).val(**args)
else:
validator = ClassificationValidator(args=args)
validator(model=args['model'])
if __name__ == "__main__":