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Beit Base Patch16 224 Pt22k Ft22k Finetuned Eurosat
An image classification model fine-tuned on the image folder dataset based on microsoft/beit-base-patch16-224-pt22k-ft22k
Downloads 16
Release Time : 3/4/2023
Model Overview
This model is a fine-tuned version of the BEiT base model for image classification tasks, suitable for general image classification scenarios
Model Features
High Accuracy
Achieves 78.26% accuracy on the evaluation set
Transfer Learning
Fine-tuned based on the pre-trained BEiT model, effectively utilizing pre-trained knowledge
Stable Training
Adopts linear learning rate scheduling and warm-up strategies for stable training
Model Capabilities
Image Classification
Feature Extraction
Use Cases
Remote Sensing Image Analysis
Satellite Image Classification
Classify and identify surface images captured by satellites
Achieves 78.26% accuracy on the evaluation set
General Image Classification
Scene Recognition
Identify scene types in images
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