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Vit Base Patch16 224 In21k Eurosat
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Vit Base Patch16 224 In21k Eurosat

Developed by ingeniou
A pre-trained model based on Google's Vision Transformer (ViT) architecture, fine-tuned on the EuroSAT dataset, suitable for remote sensing image classification tasks.
Image Classification
Transformers
Open Source License:Apache-2.0#Remote sensing image classification#ViT fine-tuned model#EuroSAT dataset
Downloads 25
Release Time : 2/19/2023

Model Overview

This model is a fine-tuned version of the google/vit-base-patch16-224-in21k pre-trained model on a remote sensing image dataset, primarily used for satellite image classification tasks.

Model Features

Based on ViT architecture
Utilizes the Vision Transformer architecture, effectively processing image data.
EuroSat fine-tuning
Fine-tuned on the remote sensing image dataset EuroSat, suitable for satellite image analysis.
Transfer learning
Fine-tuned based on a pre-trained model, with strong feature extraction capabilities.

Model Capabilities

Satellite image classification
Remote sensing image analysis
Image feature extraction

Use Cases

Remote sensing analysis
Land use classification
Classify land use types in satellite images.
Environmental monitoring
Monitor environmental factors such as forest coverage and water body changes.
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