Exploring GradCam and More with FiftyOne

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  • pytorch-grad-cam

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  • For the two examples we will be looking at, we will be using pytorch_grad_cam, an incredible open source package that makes working with GradCam very easy. There are excellent other tutorials to check out on the repo as well.

  • deit

    Discontinued Official DeiT repository

  • We can now apply the transform and try ourselves with a vision transformer. We will use DeiT from the FiftyOne model zoo. It can be loaded with a pre and postprocessor like the following:

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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