1,171 research outputs found
Comparison of Deep Learning Models for Multi-Crop Leaf Disease Detection with Enhanced Vegetative Feature Isolation and Definition of a New Hybrid Architecture
No full textAgricultural productivity is one of the critical factors towards ensuring food security across the globe. However, some of the main crops, such as potato, tomato, and mango, are usually infested by leaf diseases, which considerably lower yield and quality. The traditional practice of diagnosing disease through visual inspection is labor-intensive, time-consuming, and can lead to numerous errors. To address these challenges, this study evokes the AgirLeafNet model, a deep learning-based solution with a hybrid of NASNetMobile for feature extraction and Few-Shot Learning (FSL) for classification. The Excess Green Index (ExG) is a novel approach that is a specified vegetation index that can further the ability of the model to distinguish and detect vegetative properties even in scenarios with minimal labeled data, demonstrating the tremendous potential for this application. AgirLeafNet demonstrates outstanding accuracy, with 100% accuracy for potato detection, 92% for tomato, and 99.8% for mango leaves, producing incredibly accurate results compared to the models already in use, as described in the literature. By demonstrating the viability of a deep learning/IoT system architecture, this study goes beyond the current state of multi-crop disease detection. It provides practical, effective, and efficient deep-learning solutions for sustainable agricultural production systems. The innovation of the model emphasizes its multi-crop capability, precision in results, and the suggested use of ExG to generate additional robust disease detection methods for new findings. The AgirLeafNet model is setting an entirely new standard for future research endeavors
Nöromüsküler hastalıkların tanısına yönelik yeni özniteliklerin belirlenmesi
No full text#nofulltext# --- Artuğ, Tuğrul (Arel Author), Osman, Onur (Arel Author), Göker, İmran (Arel Author) --- Conference: TıpTekno'2013 Tıp Teknolojileri Ulusal Kongresi, Antalya, 31 Ekim- 2 Kasım 2013.
Swatches & Caption, rebuilding material descriptions within Remake
No full textDRAFTS: Design Research Artifacts as an Intermediary Knowlegde; In Somatic Provocations (Group exhibition) edited by Moid Khan, Rohma, Saleem, Faseeh, Atawar, Rakhshanda and Ahmad, Imran. Lahore: Colabs and Art Next Project.</p
Plywood Jig—A New Technique for Root Canal Curvature Measurement
No full textThe successful outcome of endodontic treatment is dependent on complete cleaning,
shaping as well as three dimensional obturation of the root canal system. A conventional radiograph
is a two-dimensional replication of a three-dimensional object and does not provide any conclusive
evidence for canal curvatures. An accurate knowledge of the tooth anatomy and curvature is
essential to avoid procedural errors. 100 freshly extracted human teeth were used in this study.
Digital images were obtained using the plywood JIG and Schneider’s technique. These images
were analyzed using the VixWin Pro digital image analyzing software (Gendex system). Statistical
analysis was done using paired t test. The canal curvature average values measured using Jig method
and Schneider method for mandibular teeth are 28.23◦
(±9.96) and 22.07◦
(±9.46) respectively.
The smallest/largest curvature angles measured using Jig method and Schneider technique are
12/52◦ and 8/44◦
respectively. Canal curvature average values measured using Jig method and
Schneider method for maxillary teeth were 23.40◦
(±11.36) and 19.23◦
(±11.94) respectively. The
smallest/largest average curvature angles measured using Jig method, Schneider technique were
9/70◦ and 5/72◦
respectively. The values of the canal curvature angle obtained during routine
radiographs in clinics have lower curvature angle and higher radius values as compared to the values
obtained by this innovative JIG technique. Therefore, a clinician should always keep in mind the
difference while measuring the curvature angle on radiographs during root canal treatment
Towards a deep state? The intrinsic ties between Imran Khan and the Taliban
No full textThe paper deals with the success of Imran Khan and his political party, "Movement for Justice", as a third power in Pakistan's politics. Khan haunts a strategy of appeasement against Taliban and other radical movements in Pakistan. The author argues that Khan and his movement will be a short, but dangerous episode with long term consequences for Pakistan
A cultura da batata no Paquistão.
No full textO Paquistão tem uma economia majoritariamente agrícola o que significa que em torno de 70 % da renda nacional está relacionada ao setor agropecuário
RABBANI CONCEPT OF EDUCATION IN THE QURAN SURAH ALI-IMRAN VERSE 79 AND VERSE 80
No full textOne effort to build a strong Rabbani generation is through education. This research aims to discover the concept of Rabbani education in the Al-Quran surah ali-Imran verse 79 and verse 80. This research uses a library research method, namely a data collection technique that is not directly aimed at the research subject but through several book sources. Or articles, magazines, journals, and relevant sources. The results of this research are that the author states that Rabbani education in the Al-Quran surah ali-Imran verse 79 and verse 80 is an education that must be instilled from infancy through activities that contain religious elements in the family environment. This method can become a good habit for children in the future. So that you have a tough attitude and become a person who always draws closer to God Almight
Values of Moral Education in the Qur'an Suroh Ali Imran Verse 134
No full textThe background to this research is the widespread decline in morals found in various circles, both with oneself and with others. This happens due to a lack of knowledge which becomes the source of reason and spiritual input, namely advice and others, even because of following one's own desires, so that morals are not controlled and become the main problems that arise among society, such as greed , difficulty controlling emotions and selfishness, making it difficult to create other good deeds. Starting from this, the author was interested in studying more deeply the values of moral education contained in the QS. Ali Imran verse 134. This aims to find out the moral values contained in the QS. Ali Imran verse 134, so that you can increase your knowledge and efforts in implementing the message and commands of Allah SWT. This research is library research whose data was obtained from two sources. The first primary source is QS. Ali Imran verse 134. The two secondary sources are in the form of commentary books, books, articles and others that support this research. The method used is the Maudhu'i method with qualitative analysis and then reprocessed using deductive, inductive and comparative methods. The results of the research show that: 1) give to each other under any circumstances. 2) restrain emotions. 3) forgive other people's mistakes. 4) do good to people who have wronged them and this is the pinnacle of the nobility of a servant's morals and devotion
Towards a Human Rights Convention on persons with disabilities: problems and prospects
No full textThe author explains why a Human Rights Convention on persons with disabilities is badly needed, and outlines how it could be established if the international community approached the issue with total conviction and commitment to the cause. Article by Imran O. Smith (Associate Professor of Law, University of Lagos; Legal practitioner and Notary Public for Nigeria) - published in Amicus Curiae - Journal of the Institute of Advanced Legal Studies and its Society for Advanced Legal Studies. The Journal is produced by the Society for Advanced Legal Studies at the Institute of Advanced Legal Studies, University of London
Towards a Human Rights Convention on persons with disabilities: problems and prospects
No full textThe author explains why a Human Rights Convention on persons with disabilities is badly needed, and outlines how it could be established if the international community approached the issue with total conviction and commitment to the cause. Article by Imran O. Smith (Associate Professor of Law, University of Lagos; Legal practitioner and Notary Public for Nigeria) - published in Amicus Curiae - Journal of the Institute of Advanced Legal Studies and its Society for Advanced Legal Studies. The Journal is produced by the Society for Advanced Legal Studies at the Institute of Advanced Legal Studies, University of London
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