Determination of pH in Soil Using Deep Learning and Digital Image Processing
Abstract
pH is used for the
determining the concentration of acidity or alkalinity in the soil along with
the presence of the essential nutrients that the soil bares within themselves.
It starts at 0 and goes all the way up to the value 14, where 0 states that the
soil is extremely acidic, 14 stating the soil is extremely alkaline and 7
representing the soil is neutral, which is an ideal pH values for the growth of
plants and crops. Many horticultural crops grow in soils having a pH of 6 which
is slightly acidic and 7.5 which is considered to be slightly alkaline, but
there are some which can grow in extreme conditions as well. Initially,
multiple papers were referred to know how the pH can be determined using
digital image processing, but later found to be just using RGB colours, and
their relation to find the pH of the soil using images.
Country : India
1 Konda Janardhan
Assistant Professor, Department of Computer Science And Engineering, Malla Reddy College of Engineering for Women, Hyderabad -500100, Telangana, India
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