Abhishek-A2077 / Abhishek-A2077/Classification-of-Barred-and-Unbarred-Galaxies-
DENSENET-121 Approach for classification of Galaxies
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computer vision
densenet121
hacktoberfest
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Description
Implement a DenseNet-121 model to classify barred and unbarred galaxies using the Galaxy10 SDSS dataset. Focus on the following classes:
Class 5: Barred Spiral Galaxies
Class 6: Unbarred Tight Spiral Galaxies
Class 7: Unbarred Loose Spiral Galaxies
The objective is to develop a DenseNet-121-based classifier to accurately distinguish these specific galaxy types.
Try to improve the 87 percent accuracy from the vgg16 implementation .
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