The symptoms associated with deficiencies in plants tends to appear often on the leaves.
The color and shape of a leaf often used for diagnosing the nutritional deficiencies in plants …

This research work is initiated to create another alternative for the small farmers to identify
crop nutrient deficiency by using modern technology that is more efficient and more precise …

Plants need nutrients to develop normally. The essential nutrients like carbon, oxygen, and
hydrogen are obtained from sunlight, air, and water to prepare food and plant growth. For …

Plants require both macronutrients and micronutrients to complete their life cycle. Nutrient
deficient plants exhibit certain symptoms and may provide poor yields. So continual …

Nutritional deficiencies in plant lead to stunted growth in plants, which can result in low crop
productivity. Currently machine learning models are employed for detecting abnormalities in …

Hydroponics farming setup has many challenges that target the health condition of the
plants, specifically romaine lettuce plants. One of the critical elements for their excellent …

At various stages of development, including flowering and fruit production, plants need a
variety of minerals and nutrients to grow. The phenotype, quality, and yield of crops are all …

The plant producers have a hard time identifying nutritional inadequacies in their crops. The
capacity to recognize these comprehensive nutritional deficiencies could help regulate …

A novel image analysis method for identifying nutrient deficiencies in plant based on its leaf
is proposed. First, the proposed method divides an input leaf image into small blocks …

Tomato is one of the most popular crops worldwide. The success of a tomato crop is highly
dependent on the health of the plants. Nutrient deficiency surveillance is typically conducted …