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Vit Base Patch16 224 In21k Eurosat
基於Google Vision Transformer (ViT)架構的預訓練模型，在EuroSat數據集上進行了微調，適用於遙感圖像分類任務。
Downloads 25
Release Time : 2/19/2023
Model Overview
該模型是基於google/vit-base-patch16-224-in21k預訓練模型在遙感圖像數據集上微調的版本，主要用於衛星圖像分類任務。
Model Features
基於ViT架構
採用Vision Transformer架構，能有效處理圖像數據
EuroSat微調
在遙感圖像數據集EuroSat上進行了微調，適合衛星圖像分析
遷移學習
基於預訓練模型微調，具有較好的特徵提取能力
Model Capabilities
衛星圖像分類
遙感圖像分析
圖像特徵提取
Use Cases
遙感分析
土地利用分類
對衛星圖像中的土地利用類型進行分類
環境監測
監測森林覆蓋、水體變化等環境要素
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