fcakyon/ultralyticsplus
Fork: 9 Star: 55 (更新于 1970-01-01 00:00:00)
license: GPL-3.0
Language: Python .
Huggingface utilities for Ultralytics/YOLOv8
最后发布版本： 0.0.28 ( 2023-02-22 18:51:26)
ultralytics+
Extra features for ultralytics/ultralytics.
installation
pip install ultralyticsplus
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ultralyticsplus --exp_dir runs/detect/train --hf_model_id HF_USERNAME/MODELNAME
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from ultralyticsplus import YOLO, render_result
# load model
model = YOLO('HF_USERNAME/MODELNAME')
# set model parameters
model.overrides['conf'] = 0.25 # NMS confidence threshold
model.overrides['iou'] = 0.45 # NMS IoU threshold
model.overrides['agnostic_nms'] = False # NMS class-agnostic
model.overrides['max_det'] = 1000 # maximum number of detections per image
# set image
image = 'https://github.com/ultralytics/yolov5/raw/master/data/images/zidane.jpg'
# perform inference
results = model.predict(image, imgsz=640)
# parse results
result = results[0]
boxes = result.boxes.xyxy # x1, y1, x2, y2
scores = result.boxes.conf
categories = result.boxes.cls
scores = result.probs # for classification models
masks = result.masks # for segmentation models
# show results on image
render = render_result(model=model, image=image, result=result)
render.show()
最近版本更新:(数据更新于 1970-01-01 00:00:00)
2023-02-22 18:51:26 0.0.28
2023-02-21 14:54:03 0.0.27
2023-02-12 20:17:25 0.0.26
2023-01-31 19:06:09 0.0.25
2023-01-29 23:42:41 0.0.24
2023-01-27 14:07:38 0.0.23
2023-01-26 23:56:46 0.0.22
2023-01-26 15:45:10 0.0.21
2023-01-25 13:33:58 0.0.20
2023-01-24 05:19:52 0.0.19
主题(topics):
huggingface, object-detection, ultralytics, yolov8
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