Agriculture Soil Analysis for Suitable Crop Prediction

Soil analysis is a valuable tool for your farm as it determines the inputs required for efficient and economic production. A proper soil test will help ensure the application of enough fertilizer to meet the requirements of the crop while taking advantage of the nutrients already present in the soil .Soil analysis is a set of various chemical processes that determine the amount of available plant nutrients in the soil, but also the chemical, physical and biological soil properties important for plant nutrition, or "soil health". Taking soil samples, Laboratory analysis of samples and the interpretation of the results by the issuance of fertilizer recommendation is very lengthy process for farmers. So we have making a system for soil analysis. We are having two dataset one is different soil images 1. Red soil 2. Black soil 3. Mountain soil 4. Desert soil and another is different crops. The model suggests soil type and according to soil type it can suggest suitable crops. CNN (Convolutional neural network) algorithm is used to train the model and find resultant outcome. Final application is web browser were we load image of soil, then the application predicts soil type and depending upon soil type it also predicts crop which is suitable for that soil