Jun 1, 2023 · In the process, we create Hiera, an extremely simple hierarchical vision transformer that is more accurate than previous models while being significantly faster both at inference and during …

Hiera is a hierarchical vision transformer that is fast, powerful, and, above all, simple. It outperforms the state-of-the-art across a wide array of image and video tasks while being much faster.

Jun 1, 2023 · The original code can be found [here] (https://github.com/facebookresearch/hiera). ... A list of official Hugging Face and community (indicated by 🌎) resources to help you get started with Hiera.

Hiera cuts out expensive specialized operations (e.g., convs) from hierarchical transformers to create a simple, eficient, and accurate model that is fast across many image and video tasks.

Jun 1, 2023 · Instantiating a configuration with the defaults will yield a similar configuration to that of the Hiera facebook/hiera-base-224 architecture. Configuration objects inherit from PreTrainedConfig and …

Hiera is a hierarchical vision transformer that is fast, powerful, and, above all, simple. It outperforms the state-of-the-art across a wide array of image and video tasks while being much faster.

This page introduces the basic concepts and tasks to get you started with Hiera, including how to create a hiera.yaml config file and write data. It is the foundation for understanding the more advanced …

Apr 24, 2023 · In the process, we create Hiera, an extremely simple hierarchical vision transformer that is more accurate than previous models while being significantly faster both at inference and during …

May 22, 2022 · Puppet's data lookup tool is Hiera, and Hiera is an excellent way to model data in a hierarchical manner based on layers of business logic. Demonstrating how Hiera data lookup works …

Jul 6, 2023 · Hiera is 2.4 times faster on images and 5.1 times faster on video than the original MViTv2. In addition to the increased speed, Hiera actually boasts improved accuracy due to the …