Abhishek-A2077 / Abhishek-A2077/Classification-of-Barred-and-Unbarred-Galaxies-
RESNET-50 Approach for classification of Galaxies
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computer vision
hacktoberfest
resnet50
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Beschreibung
Implement a ResNet-50 model to classify barred and unbarred galaxies using the Galaxy10 SDSS dataset. Specifically, focus on the following classes:
Class 5: Barred Spiral Galaxies
Class 6: Unbarred Tight Spiral Galaxies
Class 7: Unbarred Loose Spiral Galaxies
The goal is to develop a robust ResNet-50-based classifier to distinguish these galaxy types accurately.
try to improve the existing accuracy of 87 percent .
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