Abin Prajapati Blog

Geospatial Enthusiast | Traveller

Deep Learning Based Building Footprints Extraction

Published Date: Nov. 12, 2024, 3:44 p.m. || Abin Prajapati 190 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 133 views

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

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Building Footprints Extraction Tool

Published Date: Dec. 24, 2024, 6:48 a.m. || Abin Prajapati 154 views

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

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Deep Dive into Residual Network (ResNet)

Published Date: Feb. 14, 2025, 5:23 p.m. || Abin Prajapati 117 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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YOLO

Published Date: June 5, 2025, 6:09 p.m. || Abin Prajapati 25 views

You Only Look Once (YOLO)

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Geospatial Category

Recent Posts

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

Deep Learning Based Building Footprints Extraction

Spectral indices in Google Earth Engine

Deep Learning Based Road Extraction

Tool for Closed Traverse

Spatial Statistics on Dengue Incidence

QGIS plugin for Instance Building Segmentation

Urban Index (UI)

CityGML

Building Footprints Extraction Tool

Deep Dive into Residual Network (ResNet)

PyQGIS for layout

Popular Posts

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

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

Deep Learning Based Building Footprints Extraction

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

Spectral indices in Google Earth Engine

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

Deep Learning Based Road Extraction

Jan. 6, 2025, 5:14 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.

QGIS plugin for Instance Building Segmentation

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

Urban Index (UI)

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

CityGML

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

Building Footprints Extraction Tool

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

Deep Dive into Residual Network (ResNet)

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

PyQGIS for layout

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

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