Leaf-based diseases suggest the quality of yield
for several sectors of agriculture. Banana planting, mango growing, and several
others are part of these sectors. In order to increase the quality of
production, the identification and prevention of these diseases is extremely
important. Thus, several image processing methods have been proposed over the
years to effectively detect leaf-based diseases. The present work proposes a new architecture
based on a deep neural network that, when identifying leaf imaging diseases,
takes into account a variety of imaging aspects. By evaluating the structure,
colour, form and border details, the proposed architecture improves accuracy.
This article also compares the current system with other state-of-the-art systems,
and it is noted that the proposed system improves precision, accuracy and
recall by preserving a mild algorithmic complexity.
Please see the link :- https://www.ikprress.org/index.php/PCBMB/article/view/5469
Wednesday, February 3, 2021
UNCONVENTIONAL TECHNIQUE FOR IMPROVING FARMER YIELDS BY EXPOSING AND MITIGATING FOLIAGE DISEASES IN AN EXTENSIVELY ADAPTABLE DEEP LEARNING AND COMPUTATIONAL MODEL THROUGH MICROBIOLOGICAL VEGETATION ASSESSMENT | PLANT CELL BIOTECHNOLOGY AND MOLECULAR BIOLOGY
Saturday, January 30, 2021
EVALUATION OF EFFICACY FOR THE COLD AQUEOUS EXTRACT OF Ricinus comminus LEAVES ON THE VIABILITY OF THE PRIMARY PRIMATES OF THE Echinococcus granulosus PARASITE In vitro | PLANT CELL BIOTECHNOLOGY AND MOLECULAR BIOLOGY
There are two explanations for the spread of this disease: the first is the failure to detect infection in the early stages, as pathological signs do not occur until after the cyst has grown in size, resulting in strain on the neighbouring tissues, and the second is the lack of the means of treatment, and the disease is similar in severity. This research aims to evaluate the effect of different aqueous extract concentrations of Ricinus comminus leaves on the viability of Echinococcuss granulosus primary larvae in vitro. In the Najaf massacre, water bags were obtained from the livers of infected sheep. By adding (1 ml) of the initial head suspension to (1 ml) of each aqueous extract concentration of the plant, the amount and viability of these rhizomes have been determined. The study showed that the proportion of essential rosettes at concentration (10) mg / ml per minute decreased from 97 percent to 38 percent (180). While the percentage of infection decreased at this specific time (180 minutes) from 96 percent to 0 percent at a concentration of 20 mg/ml, we conclude that the inhibitory effect of the plant extract on the interference with the respiratory chain enzymes containing the thiol group (sulfur - hydrogen. SH).
Please see the link :- https://www.ikprress.org/index.php/PCBMB/article/view/5473