Radio Galaxy Zoo: Compact and extended radio source classification with deep learning

Keyphrases

• Radio Galaxies 100%
• Deep Learning 100%
• Source Classification 100%
• Radio Sources 100%
• Galaxy Zoo 100%
• Convolutional Neural Network 100%
• Galaxies 33%
• Radio 33%
• Astronomy 33%
• Machine Learning Techniques 33%
• Classification Accuracy 33%
• Neural Network 33%
• Citizen Science Project 33%
• Extreme Morphology 33%
• Highly Effective 33%
• Image Data 33%
• Extended Source 33%
• Three-class 33%
• Layer Architecture 33%
• Amount of Training 33%
• Training Data 33%
• Test Accuracy 33%
• Hyperparameters 33%
• Morphological Classification 33%
• Final Test 33%
• Simple Experiments 33%
• Interferometric Imaging 33%
• Training Image 33%
• Sigma Clipping 33%
• Astronomical Applications 33%
• Convolutional Layer 33%

Physics

• Radio Sources 100%
• Galaxy Classification Systems 100%
• Radio Galaxy 100%
• Machine Learning 100%
• Neural Network 100%
• Convolutional Neural Network 100%
• Deep Learning Method 100%