AIMC Topic: Seeds

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A Deep Learning Framework for Processing and Classification of Hyperspectral Rice Seed Images Grown under High Day and Night Temperatures.

Sensors (Basel, Switzerland) Apr 28, 2023
A framework combining two powerful tools of hyperspectral imaging and deep learning for the processing and classification of hyperspectral images (HSI) of rice seeds is presented. A seed-based approach that trains a three-dimensional convolutional ne...
Neural Networks, Computer Seeds Oryza Deep Learning Temperature
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Extracts of Jamun seeds inhibited the growth of human (Hep-2) cancer cells.

Journal of cancer research and therapeutics Apr 7, 2023
INTRODUCTION: In the last century, the human laryngeal epithelioma has become a life-threatening disease leading to a high rate of mortality worldwide. The current investigation is focusing on the antiproliferative effect of Eugenia jambolana seed ex...
Carcinoma Plant Extracts Acetone Seeds Ethanol Methanol Humans
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A Deep Learning Image System for Classifying High Oleic Sunflower Seed Varieties.

Sensors (Basel, Switzerland) Feb 23, 2023
Sunflower seeds, one of the main oilseeds produced around the world, are widely used in the food industry. Mixtures of seed varieties can occur throughout the supply chain. Intermediaries and the food industry need to identify the varieties to produc...
Helianthus Seeds Deep Learning Algorithms
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Structure and Base Analysis of Receptive Field Neural Networks in a Character Recognition Task.

Sensors (Basel, Switzerland) Dec 12, 2022
This paper explores extensions and restrictions of shallow convolutional neural networks with fixed kernels trained with a limited number of training samples. We extend the work recently done in research on Receptive Field Neural Networks (RFNN) and ...
Reproducibility of Results Seeds Neural Networks, Computer Bayes Theorem
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Evaluation of a CNN-Based Modular Precision Sprayer in Broadcast-Seeded Field.

Sensors (Basel, Switzerland) Dec 12, 2022
In recent years, machine vision systems (MVS) with convolutional neural networks (CNN) for precision spraying have been increasingly investigated due to their robust performance in plant detection. However, the high computational requirement of CNNs ...
Seeds Neural Networks, Computer Algorithms
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Comparison of discriminant methods and deep learning analysis in plant taxonomy: a case study of Elatine.

Scientific reports Nov 28, 2022
Elatine is a genus in which, flower and seed characteristics are the most important diagnostic features; i.e. seed shape and the structure of its cover found to be the most reliable identification character. We used a combination of classic discrimin...
Flowers Malpighiales Discriminant Analysis Seeds Deep Learning
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Deep-learning-based automatic evaluation of rice seed germination rate.

Journal of the science of food and agriculture Nov 24, 2022
BACKGROUND: Rice is an important food crop plant in the world and is also a model plant for genetics and breeding research. The germination rate is an important indicator that measures the performance of rice seeds. Currently, solutions involving ima...
Oryza Plant Breeding Germination Humans Seeds Deep Learning
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Application of hyperspectral imaging assisted with integrated deep learning approaches in identifying geographical origins and predicting nutrient contents of Coix seeds.

Food chemistry Oct 3, 2022
Coix seed (CS, Coix lachryma-jobi L. var. ma-yuen (Roman.) Stapf) has rich nutrients, including starch, protein and oil. The geographical origin with a protected geographical indication and high levels of nutrient contents ensures the quality of CS, ...
Coix Hyperspectral Imaging Seeds Nutrients Deep Learning
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Micronutrient seed priming: new insights in ameliorating heavy metal stress.

Environmental science and pollution research international Jul 4, 2022
Plants need to survive with changing environmental conditions, be it different accessibility to water or nutrients, or attack by insects or pathogens. Few of these changes, especially heavy metal stress, can become more stressful and needed strong co...
Metalloids Micronutrients Seeds Germination Metals, Heavy Plants
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The Classification of Rice Blast Resistant Seed Based on Ranman Spectroscopy and SVM.

Molecules (Basel, Switzerland) Jun 25, 2022
Rice blast is a serious threat to rice yield. Breeding disease-resistant varieties is one of the most economical and effective ways to prevent damage from rice blast. The traditional identification of resistant rice seeds has some shortcoming, such a...
Support Vector Machine Plant Breeding Seeds Algorithms Spectroscopy, Near-Infrared
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