H

Hiera Base 224 Hf

Developed by facebook
Hiera is a hierarchical vision Transformer model that is fast, powerful, and concise, excelling in image and video tasks.
Downloads 163
Release Time : 5/12/2024

Model Overview

Hiera is an efficient hierarchical vision Transformer model designed for image classification, feature extraction, and masked image modeling, achieving higher efficiency by simplifying traditional Transformer structures.

Model Features

Efficient Hierarchical Design
Significantly improves operational efficiency through an initial reduction in feature quantity and later reduction in spatial resolution with a hierarchical design.
Simplified Structure
Removes redundant modules from traditional Transformers and employs MAE training to allow the model to autonomously learn spatial bias characteristics, maintaining a concise structure.
Excellent Performance
Outperforms existing technologies in multiple image and video recognition tasks while significantly improving operational speed.

Model Capabilities

Image classification
Feature extraction
Masked image modeling

Use Cases

Computer Vision
Image Classification
Efficient and accurate classification and recognition of images
Feature Extraction
Extracts feature maps at different stages of an image for downstream tasks
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
Š 2025AIbase