Road Network Identification in Satellite Imagery using Deep Learning

INIS

• roads 100%
• learning 100%
• satellites 100%
• losses 60%
• performance 40%
• validation 40%
• detection 40%
• metrics 40%
• masks 40%
• comparative evaluations 20%
• data 20%
• extraction 20%
• design 20%
• architecture 20%
• accuracy 20%
• images 20%
• entropy 20%
• schedules 20%
• datasets 20%
• ground truth 20%

Computer Science

• Image Segmentation 100%
• U-Net 100%
• Deep Learning Method 100%
• One-Hot Encoding 50%
• Performance Model 50%
• Validation Set 50%
• Deep Learning Model 50%
• Learning Rate 50%
• ResNet50 50%
• Performance Analysis 50%
• Segmentation Technique 50%

Engineering

• Road Network 100%
• Deep Learning Method 100%
• Metrics 66%
• Road 66%
• Performance Analysis 33%
• Segmentation Technique 33%
• Loss Function 33%