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Semantic Segmentation

Land cover analysis powered by SegFormer-B2 (LoveDA)

Idle

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Model Selection

Choose a land cover segmentation model

Segmentation Model

Model Classes

Ignore (black), Background (gray), Building (red), Road (gray), Water (blue), Barren (brown), Forest (green), Agricultural (yellow)

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Select Image

Upload your scene or try one of the sample test cases.

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Drop a file here or click to browse

Supported formats: PNG, JPG, JPEG, TIF, TIFF • Max 100MB

Or try a sample:

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Processing Options

Quality controls inspired by the production pipeline.

Apply Post-processingEnabledEnhanced water filtering (NDWI) and class-specific clean-up using morphological operations.Generate ShapefilesProduce GIS-ready shapefiles for each detected land-cover class.Debug ModeSave additional diagnostic overlays, histograms, and analyses for QA.

Tip: Large TIFF files may take several minutes to process. Keep this page open to monitor status.

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