pip install dethub
from dethub.model import Yolov5
from dethub.visualize import show
detection_model = Yolov5(model_path= "yolov5s.pt", device="cpu", confidence_threshold=0.5, image_size=640)
show("highway1.jpg", detection_model)
from dethub.model import TorchVision
from dethub.visualize import show
detection_model = TorchVision(model_path= "dethub/models/torchvision/fasterrcnn_resnet50_fpn.pth", device="cpu", confidence_threshold=0.5, image_size=640)
show("highway1.jpg", detection_model)
from dethub.model import TensorflowHub
from dethub.visualize import show
detection_model = TensorflowHub(model_path= "https://tfhub.dev/tensorflow/efficientdet/d3/1", device="cpu", confidence_threshold=0.5, image_size=640)
show("highway1.jpg", detection_model)
Before opening a PR:
black . --config pyproject.toml
isort .
References:
FAQs
DetHub: Object Detection Model Hub
We found that dethub demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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