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Autotrain Flags 3670798043
A
Autotrain Flags 3670798043
Developed by opiljain
This is a multi-category image classification model trained with AutoTrain, demonstrating excellent performance on flag datasets.
Downloads 36
Release Time : 2/22/2023
Model Overview
This model is specifically designed for image classification tasks, capable of accurately identifying and classifying different types of flag images.
Model Features
High Accuracy
Achieves 94.9% accuracy on the validation set
Balanced Performance
Macro F1 score reaches 0.954, indicating balanced performance across all categories
Eco-friendly Training
Training process produced only 4.145 grams of CO2 emissions
Model Capabilities
Image classification
Multi-category recognition
Flag recognition
Use Cases
Education
Flag Recognition Teaching
Used for flag recognition and teaching in educational settings
High-accuracy recognition of national flags
Cultural Studies
Flag Culture Analysis
Assists researchers in flag design and cultural symbol studies
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