precision agriculture software project

Precision Agriculture Software Project In summary, I want software like [login to view URL] in the field of precision agriculture. Details are below. To determine plant health and development, plant viability will be analyzed by digitizing the multi-spectrum photos taken by the drone, taking into account the phenological phases of the plant. This analysis will be grouped on a product basis with the help of statistical methods and image processing techniques based on analysis methods valid all over the world. Reports will be produced from the data processed as a result of grouping under the following headings. 1 - CROP COUNT AND YIELD / HARVEST ESTIMATION - Make harvest estimates by counting plants with the help of image processing techniques. - Be able to calculate crop count and harvest for agricultural products - In addition, with the help of analysis created by machine learning techniques, the crop yield should be reported with high accuracy before harvest. 2 - PLANT HEALTH INDEXING (ADVANCED AND BASIC) - Determining plant health in agricultural products, creating reports to monitor plant yield and take preventive steps. - To analyze photos obtained from multi-band images in order to monitor plant viability and to examine plant health. 3 - CANOPY MAPPING - Identify the current condition of the crop (especially for field crops) and diagnose with high accuracy with the Vegetation Map to be created. - To monitor the quality and development of crop productivity by separating live vegetation from inanimate structures (soil, weed, etc.). 4 - FIELD CROP PERFORMANCE EVALUATION - To report the crop performance of the plant as a result of tracking the crop in the field over a period of time. - By interpreting the time series data to be created with the help of this software, the productivity of the crop in the field by years should be tracked. 5 - MEASUREMENT OF CROP NITROGEN CONTENT - As a result of examination of agricultural products in terms of plant nutrition, determination of crop nitrogen content and reporting the effect of nitrogen content on yield - To create maps in which soil fertility is analyzed in terms of plant nutrition, - To create the necessary reports to follow the crop productivity in terms of soil quality. 6 - DROUGHT / STRESS IDENTIFICATION - Determining the water needs of the crops and soil by making drought and water stress analysis of the field crops and creating supportive reports to increase the crop yield. 7 - WEED INTENSITY CALCULATION - determination and reporting of weeds that negatively affect crop health and nutrition in agricultural areas 8 - CANOPY TEMPERATURE MEASUREMENT - Detecting and reporting plant abnormalities occurring in different regions by detecting differences in vegetation temperature 9 - PHENOTYPE AND GENOTYPING - Creating crop phenotypes and genotypes to create reports specific to the type of plant on the land (plant type, disease on the land, damage, loss of yield, etc.). - Reporting specific diagnoses, such as land-specific disease and damage type. 10 - DISEASE DENSITY MAPPING - Detecting abnormalities on the land, crop diseases, grouping and reporting according to their density 11 - CROP & AREA DAMAGE REPORT - To be able to create crop damage reports on a field basis as a result of disasters and diseases affecting agricultural products, - Calculation of spatial / volumetric losses and determination of crop losses by creating two and three dimensional models of crop damages 12 - FOREST MANAGEMENT AND FOREST RENEWAL - Classification of tree species in the forest and grouping and reporting by determining according to their species