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Machine learning methods majorly comprise image processing and soft computing methods and are mainly responsible for automation. Wheat production is influenced by assorted varying factors. A basic requisite for best production is the seed. Sorting or grading of agricultural products influenced by computer varies product wise and even product variety wise which changes region wise. Grading for new varieties released by the agricultural scientist is the major concerned as new varieties are produced by crossing existing varieties and for these proven optimized machine learning algorithms may give an adverse result. This book highlights various applications of image processing in agriculture and introduces a machine learning algorithm capable of classifying major 5 wheat cultivars (TRITICUM ¿ DURUM: GDW 1255 (released in 2013 by ICAR) & TRITICUM ¿ AESTVIUM: GW 273, GW 322, GW 496 & LOK 1) cultivated in Gujarat region. Experimental data consist of 11 traits comprised of shape, color & morphological characteristics. After applying feature selection algorithm,5 traits were considered & LM backpropagation was used to classify above wheat cultivars which ensued to more than 90.0% accuracy.
En este ensayo el autor aborda la crisis del arte contemporáneo y busca posibles soluciones a través de las relaciones entre la industria cultural, los medios masivos, el relativismo posmoderno, el pensamiento complejo, la ciencia y las tecnologías digitales. Se trata de encontrar nuevos criterios teóricos y metodológicos que permitan, respetando la naturaleza abierta y emergente propia del arte, recuperar su coherencia teórica y renovar su compromiso cultural y social.
The book depicts in details about the the basic fundamental process of conservation of turmeric and its wild relatives. Here in this research, collection, characterization, evaluation and grouping of genotypes was done in accordance with the rules of conservation. In wild relatives also, this process is strictly followed. Mango ginger, one of the wild relatives of turmeric, generally used for making pickles has medicinal value like curing bronchitis, itching, skin diseases, asthma,laxative, antipyratic and appetizer. Turmeric has many medicinal properties because it has curcumin, which is responsible for its colour. Curcumin has many medicinal properties like strong anti-inflammatory, anti-neurotic,extremely good for cardiac problems, anti-cancerous and useful for Alzheimer's disease, arthritis problems and for depression. Black or blue turmeric is very rarely found which also has several medicinal properties. So in order to prevent genetic erosion, correct approach for conservation, evaluation, characterization and catalouging should be adopted by a breeder, otherwise the precious genotype may be lost forever from the world.
O presente trabalho visa analisar a função da atividade econômica no mercado e no meio social partindo dos princípios que regem o mercado, como a livre iniciativa e concorrência, na busca de garantir ao consumidor maior qualidade dos produtos e serviços que lhes são ofertados. Demonstrar o conceito do que vem a ser água mineral, os requisitos necessários para aquisição da autorização de pesquisa e concessão para exploração deste recurso, sua proporção e finitude na garantia do abastecimento de água de boa parte da sociedade, as formas de poluição que as tornam impróprias ao consumo e os meios de fiscalização por parte do Estado na preservação das águas subterrâneas a fim de assegurar o direito ao meio ambiente ecologicamente equilibrado e a dignidade da pessoa humana no âmbito de sua saúde física e psíquica das gerações presentes e futuras.
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