Zoobot-Encoder-EfficientNet_B0 Open-Source Model - Free for Astronomical Image Feature Extraction and Analysis

Zoobot Encoder Efficientnet B0

Developed by mwalmsley

An image feature extraction model based on the EfficientNet-B0 architecture, primarily used for astronomical image analysis

Image Classification Open Source License:Gpl-3.0 #Galaxy Classification #Efficient Feature Extraction #Astronomy Applications

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Release Time : 3/19/2024

Model Overview

This model is part of the Zoobot project, specifically designed for extracting features from astronomical images. It is based on the EfficientNet-B0 architecture and can be used as an encoder within the timm library.

Model Features

Efficient Feature Extraction

Based on the EfficientNet-B0 architecture, providing efficient and compact image feature extraction capabilities

Astronomy Optimization

Specially optimized for astronomical image data, suitable for processing astronomical image features

timm Compatibility

Can be directly loaded and used via the timm library, compatible with existing computer vision workflows

Model Capabilities

Image Feature Extraction

Astronomical Image Analysis

Use Cases

Astronomy Research

Galaxy Classification

Extracting features from astronomical images for galaxy classification tasks

Celestial Object Detection

Identifying various celestial object features in astronomical images

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Zoobot Encoder Efficientnet B0

Model Overview

Model Features

Model Capabilities

Use Cases

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