grano1
/

core_sample_image_main_fraction_model

Image Classification

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grano1 commited on Apr 19, 2025

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@@ -14,4 +14,13 @@ tags:
 - geotechnics
 ---
-test

 - geotechnics
 ---
+Multi-label classification model for visual analysis of soil core samples, trained / validated / tested on `grano1/core_sample_image_data` dataset. The model aims to predict one of the following four classes labels from an image:
+- Clay (T)
+- Silt (U)
+- Sand (S)
+- Gravel (G)
+TODO:
+- metrics
+- architecture and training details
+- limitations