How can i use Tensorflows official models from the TF Model Garden?

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Through the TensorFlow Model Garden TensorFlow provides official models. However it isn't really clear, how you can use the models.

Let's say I would want to use TensorFlows Version of YOLOv7, how could I do that?

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Mojtaba Moghri On

After cloning the TensorFlow Model Garden repository from GitHub, navigate to the object_detection directory in the cloned repository and download the pre-trained YOLOv7 model checkpoint. Use the downloaded checkpoint to run inference on your images or videos. You can find detailed instructions and code examples in theTensorFlow Model Garden documentation