Abin Prajapati Blog

Geospatial Enthusiast | Traveller

Deep Learning Based Building Footprints Extraction

Published Date: Nov. 12, 2024, 3:44 p.m. || Abin Prajapati 141 views

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Semantic image Segmentation to achieve building footprints of the old cluster area of Nepal like Bhaktapur Municipality, Thimi , and etc.

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Deep Learning Based Road Extraction

Published Date: Jan. 6, 2025, 5:14 a.m. || Abin Prajapati 101 views

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Semantic image segmentation to extract the road from the high resolution satellite imagery.

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Deep Dive into Residual Network (ResNet)

Published Date: Feb. 14, 2025, 5:23 p.m. || Abin Prajapati 54 views

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ResNet is a deep convolutional neural network used in computer vision which addresses the vanishing gradient problems.

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Building Footprints Extraction Tool

Published Date: Dec. 24, 2024, 6:48 a.m. || Abin Prajapati 134 views

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This is a tool to extract building footprints using instance segmentation.

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Geospatial Category

Recent Posts

Spectral indices in Google Earth Engine

Deep Learning Based Building Footprints Extraction

Comparison of different machine learning classifiers on urban change detection of Kathmandu valley

Tool for Closed Traverse

Spatial Statistics on Dengue Incidence

CityGML

Deep Learning Based Road Extraction

Deep Dive into Residual Network (ResNet)

QGIS plugin for Instance Building Segmentation

Urban Index (UI)

Building Footprints Extraction Tool

PyQGIS for layout

Popular Posts

Spectral indices in Google Earth Engine

Sept. 23, 2024, 4:24 p.m.

Deep Learning Based Building Footprints Extraction

Nov. 12, 2024, 3:44 p.m.

Comparison of different machine learning classifiers on urban change detection of Kathmandu valley

Sept. 20, 2024, 5:59 a.m.

Tool for Closed Traverse

Nov. 11, 2024, 4:39 p.m.

Spatial Statistics on Dengue Incidence

Jan. 23, 2025, 9:02 a.m.

CityGML

April 4, 2025, 1:18 p.m.

Deep Learning Based Road Extraction

Jan. 6, 2025, 5:14 a.m.

Deep Dive into Residual Network (ResNet)

Feb. 14, 2025, 5:23 p.m.

QGIS plugin for Instance Building Segmentation

Dec. 26, 2024, 3:49 p.m.

Urban Index (UI)

Feb. 2, 2025, 5:21 a.m.

Building Footprints Extraction Tool

Dec. 24, 2024, 6:48 a.m.

PyQGIS for layout

Sept. 5, 2024, 5:07 a.m.

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