Training — detectron2 0.6 documentation

Learn how to create a custom instance segmentation model using Detectron2. In this article, you'll learn how to create your own instance segmentation data-set ...

2023年11月21日 — Training a Model with Detectron. This is a tiny tutorial showing how to train a model on COCO. The model will be an end-to-end trained Faster ...

See our Colab Notebook to learn how to use detectron2 APIs to: run inference with an existing model. train a builtin model on a custom dataset. See detectron2/ ...

2020年6月24日 — In this post, we will walk through how to train Detectron2 to detect custom objects in this Detectron2 Colab notebook.

2023年10月10日 — In this article, Detectron2: Fast R-CNN + FPN will be utilized for a basic object detection application, which is water creature detection. 1.

2022年10月12日 — In this post, we show how to use a custom FiftyOne Dataset to train a Detectron2 model. We'll train a license plate segmentation model from an ...

2022年11月9日 — Configure, train and evaluate model using custom COCO Format Dataset. Preparing a Custom Dataset. In this tutorial, we will utilize an open ...

With a model and a data loader ready, everything else needed to write a training loop can be found in PyTorch, and you are free to write the training loop ...