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Astrophotography Object Classifier Alpha4
A
Astrophotography Object Classifier Alpha4
Developed by bortle
This is an astronomical photography object classification model trained via AutoTrain, capable of accurately identifying different celestial objects in astrophotography.
Downloads 16
Release Time : 3/11/2023
Model Overview
This model is a multi-class image classifier specifically designed for the field of astrophotography, capable of recognizing and classifying various celestial objects.
Model Features
High-Precision Classification
Achieved 100% accuracy and F1 score on the validation set, demonstrating exceptional classification performance.
Astrophotography-Specific
Optimized specifically for astrophotography scenarios, capable of accurately identifying various celestial objects.
Eco-Friendly Training
The training process produced only 0.0066 grams of CO2 emissions, making it environmentally friendly.
Model Capabilities
Astronomical Object Recognition
Multi-Class Image Classification
High-Precision Visual Analysis
Use Cases
Astrophotography
Automatic Celestial Classification
Automatically identifies different celestial types such as stars, galaxies, and nebulae in astrophotography
Achieved 100% classification accuracy on the test set
Astronomical Data Preprocessing
Adds automatic classification labels to astrophotography data
Improves efficiency in astronomical data processing
Education
Astronomy Learning Aid
Helps students identify and understand different celestial types
Enhances astronomy learning experience
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