• Designed a classification model with 5 classes and 98% testing accuracy using a Convolutional Neural Network. • Applied Data Augmentation and reduced validation losses by 30% by applying MobileNetV2 ...

Soil Type Classification Through Image Processing and Machine Learning This project is in development process for our Thesis Project. • Designed a classification model with 5 classes and 98% testing ...

The characterization and classification of soils in irrigable areas are crucial for understanding soil types and nutrient status, which in turn help to optimize crop yield and to design soil ...

Urban soil science is critical and expanding. Urbanization rates continue to rise, leading to more urban lands and higher human population densities in urban areas. This leads to increased soil ...

School of Agriculture, Department of Soil Science, College of Agriculture and Natural Sciences, PMB University of Cape Coast, Cape Coast, Ghana. The availability of pedogenic information and proper ...

Abstract: Our food security is built on the foundation of soil. Farmers would be unable to feed us with fiber, food, and fuel if the soils were not healthy. Accurately predicting the type of soil ...

ABSTRACT: The ever-increasing human population has resulted in political pressure to increase crop production. Currently, smallholder farmers are expected to be environmentally considerate, adapt to ...

Abstract: Classification of soil is the dissolution to soil sets to particular group having a like characteristics and similar manners. Almost all countries do product exporting, in which those ...