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Add models
Signed-off-by: shiyu22 <shiyu.chen@zilliz.com>
main
2 changed files with
8 additions and
2 deletions
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BIN
models/yolov5s.pt
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yolov5.py
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@ -1,6 +1,7 @@ |
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import torch |
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import numpy |
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import logging |
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from pathlib import Path |
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from towhee import register |
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from towhee.operator import NNOperator |
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@ -11,9 +12,11 @@ logging.getLogger("yolov5").setLevel(logging.WARNING) |
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@register(output_schema=['boxes', 'classes', 'scores']) |
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class Yolov5(NNOperator): |
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def __init__(self, model_name: str ='yolov5s'): |
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def __init__(self): |
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super().__init__() |
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self._model = torch.hub.load("ultralytics/yolov5", model_name, pretrained=True, verbose=False) |
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model_path = str(Path(__file__).parent / 'models/yolov5s') |
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self._model = torch.hub.load('ultralytics/yolov5', 'custom', model_path) |
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# self._model = torch.hub.load("ultralytics/yolov5", model_name, pretrained=True, verbose=False) |
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def __call__(self, img: numpy.ndarray): |
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# Get object detection results with YOLOv5 model |
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