Volume 10 | Issue 12 |

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Anti-inflammatory , cytotoxic ,antibacterial ,anti-depresssion ,psychotic,etc .

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Creative Commons Attribution 4.0 and The Open Definition

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With the improved availability of high-resolution satellite imagery, it is possible to detect detailed structures on our planet's surface. Expert knowledge, supervision, and fieldwork are required for traditional mapping approaches. This study examines the potential of machine learning methods such as artificial neural networks (ANN), support vector machines (SVM), and random forest (RF), as well as different deep-learning convolution neural networks (CNNs) for high-resolution satellite imagery using optical data from the satellite and topographic factors. To do multi-label categorization of Amazon satellite images, this uses a Convolutional Neural Network (CNN) model. It starts with a CNN model that obtains an F-score of 0.84. Then, using three deep CNN architectures that have recently performed well in the ImageNet Challenge, demonstrate that a ResNet-50 model can get a 0.91 F-score. The results reveal that without any additional post-processing steps, state-of-the-art methods outperform by 9.8% on the Intersection over Union metric. The DeepGlobe Building Extraction Challenge asks participants to extract all building polygons from satellite images. They use the segmentation algorithm Mask R-CNN and a method that combines Mask R-CNN with building boundary regularization to construct polygons that are accurate and complete. This approach, however, provides better regularized polygons than Mask R-CNN, which is useful in many applications.

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Semantic segmentation, Satellite Imagery, High Resolution Satellite Imagery, Deep Learning, Convolution Neural Networks, Mask R-CNN, Support Vector Machine

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract: This study has been undertaken to investigate the wear behaviour of AA60633-TiC Metal matrix composite, in this investigation aluminium alloy MMC is prepared by varying percentage of 2%, 4%, 6% TiC(ceramic material) in the powder form is stir casted through liquid metal aluminium alloy 6063 by liquid metallurgical process. The wear behaviour the sample specimens are analyzed under heat treatment and without heat treatment process, the results shows that improved results in heat treated material samples compared to without heat treatment samples.

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Creative Commons Attribution 4.0 and The Open Definition

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The family is the lifeblood of human society and the important people in the family system are the husband and the wife. If the marriage is to become good, the husband and the wife should act in a virtuous way. This summary of the review is based on the central theme that people should treat guests in their living ethics and live around them with love and support.

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domesticity, Hospitality, Makkadperu, Landlord, Saying, goodbye, love

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Creative Commons Attribution 4.0 and The Open Definition

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As the owner, mostly the NHAI, isn't conducting customer satisfaction surveys, across all the toll stretches rigorously, these styles of studies can help the authorities of NHAI for taking appropriate actions. The main focus of the study is on the general public opinion towards the traffic in a parcel of land and toll plaza operations. A spread of studies is conducted for ending the assessment which includes: A field survey at the parcel of land sites for collecting information on tolling service. A road user study in terms of user survey was disbursed for an overall analysis of the performance of toll plazas and this assessment is required to judge how each toll performs. These analyses enable the citizens to supply feedback about the issues that prevail within the concept of FASTag and to enable the developers to grasp these problems which can further help to attenuate those problems.

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FASTag,NHAI,NPCI

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Qualitative Fourier transform infrared (FTIR) spectroscopy has long been established and implemented in a wide variety of fields including pharmaceutical, bio-medical, and clinical fields. While the quantitative applications are yet to reach their full potential, this technique is flourishing. It is tempting to shed light on modern engaging and the applicability of analytical quantitative FTIR spectroscopy in the aforementioned fields. More importantly, the credibility, validity, and generality of the application will be thoroughly demonstrated by reviewing the latest published work in the scientific literature. Utilizing FTIR spectroscopy in a quantitative approach in pharmaceutical, biomedical, and interdisciplinary fields has many undeniable advantages over traditional procedures. An insightful account will be undertaken in this regard. The technique will be introduced as an appealing alternative to common methods such as high performance liquid chromatography. It is anticipated that the review will offer researchers an update of the current status and prospection the subject among the pharmacy and biomedical sciences both in academic and industrial fields.

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REVIEW ARTICLE ON FTIR SPECTROSCOPY

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In our daily lives, fuels, gasses, etc. are used in a variety of settings, including homes, workplaces, and industries. But if not used properly, it can have serious consequences. Many accidents in the past had it as their sole reason. There are many applications for fuels, gasses, etc. in daily life, including those in homes, businesses, and other settings. But it might produce serious problems if not used properly. Many accidents in the past had it as their sole reason. This project's goals are to find gas leaks, stop them from happening, and plug them in sensitive places. to avoid accidents, and stop the obstruction of susceptible locations with gas leaks. Included in this is the MQ6 gas sensor, which may also be used to detect other gasses such as LPG, i-butane, hydrogen, methane, smoke, and alcohol. It is used to detect gas leaks in homes and businesses. Only the trend of gas concentration within a reasonable error range is shown. This gadget automatically takes safety measures. Include the GSM module as well so that it may send the owner an alert SMS and take the necessary action right away.

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Arduino UNO, MQ6 gas sensor and 800L GSM Module

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Creative Commons Attribution 4.0 and The Open Definition

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Subaltern, Shakespeare, Shylock, Sinned.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Greeks ,option , volatility , stock price

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To study the effect of pre-harvest foliar application of nutrients on growth, yield and fruit quality of strawberry cv.Camarosa an experiment was conducted at the Agriculture Research Farm, Department of Agriculture, Mata Gujri College, Sri Fatehgarh Sahib, Punjab during the year 2020-22. The experiment was laid out in a Randomized Block Design (RBD) having ten treatments with three replications. Treatments consisted of ZnSO 4 (0.2, 0.4% and 0.6%), FeSO 4 (0.2, 0.4% and 0.6%) and Boron (0.2, 0.4% and 0.6%), while the plants sprayed with water served as the control. The result revealed that plants treated with 0.6% ZnSO 4 showed maximum plant height (26.12 cm), plant spread (35.75 cm), number of leaves per plant (25.00), leaf area (88.65 cm 2 ), leaf area index (4.71), number of flowers per plant (18.67), number of fruits per plant (11.38). However, the plants treated with 0.6% Boron showed highest fruit weight (22.23 g), fruit length (40.11 mm), fruit breadth (39.22 mm), yield per plant (211.12 g), yield per hectare (9.10 tonnes), TSS (10.09 0 B) , total sugar (6.03 %) and titerable acidity (0.88 %). Studies indicated that pre-harvest foliar application of iron, zinc and boron are quiet useful for improving vegetative growth, quality and shelf-life of strawberry cv. Camarosa and getting higher marketable value in subtropical region.

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Creative Commons Attribution 4.0 and The Open Definition

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Strawberry, Growth, Iron, Boron, Quality, Yield, Zinc

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Creative Commons Attribution 4.0 and The Open Definition