Computerised Approach to Monitoring Production Line

Computerised Approach to Monitoring Production Line AN INTELLIGENT COMPUTER VISION BASED APPROACH TO MONITOR PHARMACEUTICAL PRODUCTION LINE Urooj Arif 1, Faizan Naseem 2      Abstract The idea of An Intelligent Computer Vision Based Approach to Monitor Pharmaceutical Production Line   is introduced by our Group after the events observed by us in different pharmaceutical companies cases studies. Like in Japan there they use laser scanners to scan the objects whether they are filled or empty if empty they are discarded and filled goes to next level of production. But in the economy of Pakistan Pharmaceutical industry is the most growing industry in Pakistan and a lot of companies are stepping in to this sector the basic elements to step in in this industry includes the idea, Research and Development , State of the art facilities for manufacturing and packaging etc. So we decided to work on the factor of manufacturing and packaging sector and to work majorly on production line to make production line intelligent by introducing the Computer Vision Based Intelligent Approach for the Production Line. And this product will be of high usability and applica tions in this industry in coming times specifically in Pakistan may be implemented to other Third world countries as well. Keywords-Image Processing, Artificial Neural Network I. INTRODUCTION The Project is about Object Detection Identification and Comparison using Computer Vision Based Embedded System. And as we know Object detection is the process of finding instances of real-world objects such as faces, Vehicles, and buildings in images or videos. Object detection algorithms typically use extracted features and learning algorithms to recognize instances of an object category. It is commonly used in applications such as image retrieval, security, surveillance, and automated quality control systems. II. LITERATURE REVIEW Pakistan is a very fast and future-oriented pharmaceutical industry. At the time of independence in 1947, was perhaps the pharmaceutical industry. Today Pakistan is about 400 pharmaceutical manufacturing units including those operated by 25 multinationals in the country. 70 per cent of the countrys pharmaceutical industry, meet the demand of finished medicine. The domestic pharmaceutical market is divided almost equally between citizens and multinational companies in exchange.Progressive development of the pharmaceutical industry, especially in the last decade, as shown in years. The industry has invested heavily in recent years to upgrade, and Good Manufacturing Practices (GMP), the majority of the industry in accordance with national and international guidelines. Currently, the industry has the ability to produce a variety of products from simple to sophisticated biotech tablet, and value-added generic oncology compounds. Although Pakistan Pharma health and without access to moder n medicine for almost half the population, fastest growth. It needs a chance, but clearly much more work to be done by governments and economic stakeholders. Sales per capita consumption of less than US $ 10 worth of drugs every year $ 1.4 billion in 2007, and 2012 should be sold in 2012 represents 2.3 B drug prices, Last year, the economy, due to poor economic conditions and suffered a lot of damage from the fight against terrorism. Moreover, the economy, inflation, slow economic growth and seen a significant reduction in the value of major currencies against the rupee. No doubt the Government will take the necessary steps to get out of this terrible situation, but that it is the economy and adaptation to board immediately rejected.Before reviewing the pharmaceutical market, we look at the situation globally. 48%, 28% and the US, the EU and 12% of the value of the global market-based controls for Japan with a share. The remaining 20% of the global pharmaceutical market.The pharmaceutical market style, it is very competitive and challenging. Some 600 pharmaceutical companies in Pakistan. The 386 operating units. Have already mentioned, has a dramatic effect on inflation and devaluation operating margin. Therefore, the challenges for the pharmaceutical industry can be a major cause.When we look ba ck in the pharmaceutical industry, the situation has clearly changed completely. Early nineties it was occupied by the multinational pharmaceutical companies in the industry but there is also a scenario for the past 18 years or so, I was completely changed. 30 386 units of multinational companies operating in drug production. Multinational and national companies in the ratio of 45% and 55%. Increasing share of national companies is an encouraging sign for domestic investors. The annual growth of 11%, US 1.64 $ billion total pharmaceutical market, pharmaceutical industry today with the global development of Pakistan. In the present scenario, more than 80 percent of demand met with national companies.Local while 20 percent are covered by imports. All raw materials are imported from China, India, Europe, North America and other countries. About 20% of the total imports from Switzerland. 2008-09, according to GlaxoSmithKline (GSK) List Data List 11.59% market share and multinationals wi th growth of 8.9%. The national pharmaceutical companies Getz. (Pvt) Ltd has over 70%, with 3.76% market share in the last three years. And a 2.79% market share of the list of national pharmaceutical companies with Getz Pharma, Some multinational companies. Currently, the government of Pakistan to take action drugs, drug manufacturing license of 4 species shall:1. Creating2. Basic manufacturing.3. Half-based manufacturing4. Repackaging The organization of the census of Pakistan (2010), Pakistan has a population of 16.98 million with growth rate of 2.69. Everyday health consciousness also, as well, which can be helpful in increasing per capita expenditure growth in the future.The most successful pharmaceutical companies, existing business and customer trends to maximize profits with a variety of marketing strategies for different types of customers in almost constant new challenges and opportunities. Pharmaceutical companies invest (ROI), to improve their return New communication technologies (digital media) to its traditional ways. III. IMAGE PROCESSING Image processing can be set to produce either a picture or features or parameters that are related to image. Images are processed as a stereo signal, in which the third dimension or Z axis.Image processing refers to a digital image processing. However, an analog and optical image processing is also possible. The pictures are said to achieve imaging. Image closely linked to computer vision and graphics processing. Born as images manually objects, physical models of the atmosphere and light in computer graphics, instead of some imaging devices having a camera on landscapes such as the purchase of the more animated movies . Computer vision contrast is often regarded as a high-level image processing from a machine, or a computer or software will decrypt the contents of the physical layout of the photo or image.Because of the growing importance of technology and scientific concept of the modern science of images that are too wide. Examples include genetic research or real-time multi-asset portfolio microarray data into portfolio management in the financial sector.We also are different factors involved in image processing, can be from one to another can vary include, binary images, color photos (8 bit, 24 bit), Color Quantization, Convolution, Distance Matrics, Dithering, Edge Detectors, Frequency Domain, Gray scale Images, Image Editing Software, Idempotence, Isotrophic Operators, Kernels, Logical Operators, Masking, Non-linear Filtering, Pixels, Primary Colors, Spatial Domain, Structuring Elements, Wrapping and saturation. IV. ARTIFICIAL NEURAL NETWORK A neuron is a nerve cell is the basic building block of the nervous system. A large number of neurons in ways similar to other cells in the human body, but there is a significant difference between neurons and other cells. Neurons are specialized to transmit information throughout the body. This highly specialized nerve cells are responsible for the information in the chemical and electronic forms of communication. Different types of neurons, which are responsible for the different tasks within the body. Sensory neurons carry information from the sensory receptor cells in the body to the brain. Motor neurons transmit information from the brain-body muscle. Neuron body responsible for information and communication between different neurons.Neuron matching neurons and other cells in the body with other cells, both of which are surrounded by a membrane that seals protect the genetic information of other cells of neurons and body are composed of a central can. The bodies of both types of cells in cell mitochondria, Golgi contains, including the organelles and cytoplasm body. Cell LifeCreate unique to neurons, differences, unlike other body cells shortly after birth ceased to reproduce neurons. For this reason, some parts of the brain neurons will die because of the neurons at birth than life, but not the place. Neurons do not reproduce in most areas of the brain, have shown that the formation of new connections between neurons Research.Neurogenesis, or the formation of new nerve cells, about life is found in parts of the brain. Neuron is a membrane that is designed to send information to other cells. dendrites, cell bodies and axons are three main parts of a neuron. However, all neurons vary somewhat in size, shape and characteristics in terms of neuron function and role. Some neurons while others are highly branched, to obtain a large amount of information, there are few dendritic branches. Others may be quite a long while some neurons, short axons. The longest ax ons in the human body is about three feet in length and extends from the underside of the spine to the big toe! Neuron dendrites receive information from sensory receptors or other neurons. This information is then passed on to the cell body and axon. Once this is known as an action potential which travels down an electrical signal, the length of axons in the axons information.Communication between synapses is an electrical pulse has reached the end of a Axon will be transferred once, information about the synaptic gap to the dendrites of neighboring neurons. In some cases, signals about the space between neurons and soon on its way. In other cases, are required to send information from one neuron to the next neurotransmitters. The neurotransmitters cross to reach other neurons and synaptic receptor sites vacuum chemical messengers that are released from the axon terminals. Neurons, neurotransmitters and their receptor binding site in a way known as reuptake are reabsorbed will be u sed again. V. TRAINING AND TEST ING PHASE We have break the our training and testing phase in to the steps that includes Input, Image Filtering, Image Segmentation, object detection, Visual feature, machine learning, trained network, classified output. VI. METHODOLOGY The basic Architecture is human tracking and monitoring are deployed on a visual application tool for testing, which serves as package for human classification and monitoring the trained proceeds and its validation is implemented in MATLAB to build a software system.   Ã‚  Ã‚  Ã‚   i. Image Registration Somebody entrance is the method of transforming to   incompatible sets of aggregation into one nascent system. Collection collects quadruplicate photographs,   information achieve from diverse sensors, present, depths, or viewpoints. individual enrolment old in computer modality method, medical images, biological images   military target recognition   the compiled and analyzed to images and data to collect from camera. Registration is important   to compare or integrate the data to achieve from these different measurements.   Ã‚  Ã‚  Ã‚  Ã‚   ii. ROI Selection Blobs are   supply to a extra statement of individual structures in spatiality of regions, the corners   more point-like. blobs are described to   preferred direction that capital   the more blob detectors are also be regarded in   touch part operators. Blob detectors can sensed areas of   human they to such glassy to be sensed in a carre four of device.   Ã‚  Ã‚  Ã‚  Ã‚   iii. Edges Edges is a line between two individual regions.   Line can be most of concretism, and countenance junctions. Edges are commonly is a sets of points in the mortal which soul a vehement   ratio. The   algorithms gift be constraint sharp circumstantial points together for  Ã‚   consummate description of   provide. These algorithms is   usually guess on the properties of an urgency,i.e mould, smoothness, and close continuance. VII. EXPERIMENTAL RESULTS An experimental setup was established to record the Objects with different angles we have followed the criteria of having a pic from 60 different angles and in this way we have worked out on 10 different tablets. In this way we have hypothesis of 600 images as our repository VIII. CONCLUSION After all the observations and research made on this project we reach to the conclusion that this project is an Intelligent   Computer Vision Based Approach To Monitor Pharmaceutical Production Line. This will be the most beneficial project for the pharmaceutical industry most specifically in Pakistan based economy and will get the benefits like   Smart remote Monitoring, Reliability, Increase Professionalism, Precise Detection, Approx. Zero Chances of Error, Detection   Counting and Data Backup All in one Time and most important no need of human workers in this system that makes this project different from the current standards of the systems that are still be followed in the pharmaceutical industries majorly in Pakistan. VIIII. FUTURE WORK We have achieved this project to this level as this report present but we are still looking to make this system more efficient by adding some more features or modules that we may be able to add with this hardware and can achieve more factors to be intelligent and automated. REFERENCES https://www.scribd.com/document/24495237/A-to-Z-of-Image-Processing-Concepts https://www.scribd.com/document/325872322/Digital-Image-Processing-is-the-Use-of-Computer-Algorithms-to-Perform-Image-Processing-on-Digital-Images https://www.scribd.com/document/266789152/Neural-Network https://www.scribd.com/document/273031421/HYBRID-APPROACH-FOR-SEMANTIC-OBJECT-DETECTION-IN-VIDEO https://www.scribd.com/document/161457953/SWOT-ANALYSIS https://www.scribd.com/document/39266814/Industry-Analysis https://www.scribd.com/document/63877699/Image-Processing

Opium and Dreams in the Romantic Period Essay -- essays research paper

During what is generally defined as the Romantic period, many poets, scientists and philosophers were greatly intrigued by dreams. Southey kept a dream journal, as did Sir Hymphry Davy, a close friend of Coleridge’s; Thomas Beddoes wrote of dreams from a medical perspective in Hygeia and dreams were often a hot topic of conversation at the dinner parties of those who kept company with poets and the like (Ford 1998:5). There were many contradictory theories on the importance, interpretation and origin of dreams, at this time. Some believed that dreams were a form of divine inspiration, others that they were caused by spirits that temporarily possessed the body of the sleeper, while there were those who thought that dreams were a manifestation of the body’s physical condition. De Quincey and Coleridge were two writers who both held an exceptional interest in dreams, each with their own ideas on the subject. In this essay I propose to examine De Quincey’s and Coleri dge’s ideas on dream and daydream, and to show that opium was a profoundly influencing factor in their lives, works and dreams. I shall start by briefly outlining some of De Quincey’s and then Coleridge’s ideas on dreams; I shall then move on to ask what was the effect of opium on their creativity, dreams and imagination, before looking at how dream and daydream are distinguished in their ideas. Finally I wish to include a brief section on the anticipation of Freud, and to close with the question of how important opium was to the writing of my chosen authors. Since dreams and opium are so intertwined in both Coleridge and De Quincey I feel it is appropriate to consider the two subjects alongside each other.   Ã‚  Ã‚  Ã‚  Ã‚  In Thomas De Quincey’s Confessions of an English Opium-Eater, dreams and opium are considered simultaneously because he records the largest effect of his opium-eating to have been on his dreams. He first became aware of the effects by a re-awakening of a faculty generally found in childhood: I know not whether my reader is aware that many children, perhaps most, have a power of painting, as it were, upon the darkness, all sorts of phantoms; in some, that power is simply a mechanic affection of the eye; others have a voluntary, or a semi-voluntary power to dismiss or summon them†¦In the middle of 1817, I think it was, that this faculty became positively distressing to... ...a fashion that had started long before; and there has only ever been written the one Kubla Khan.   Ã‚  Ã‚  Ã‚  Ã‚  De Quincey wrote that men are ‘disguised in sobriety’, so opium and dreams serve to expose the true mind of man and perhaps the unconscious mind. Whatever the effect of opium on Coleridge and De Quincey; on their philosophies, on their dreams and on their lives; one cannot truly know the depth or extent of it, but to take opium and go through the experience personally. It is certainly undeniable that it was an influence and an extremely important one that continues beyond the present: furthering the exposure of mans’ psychology through the portal of dreams. Bibliography Coleridge, S. T., Poems, Everyman’s Library, London, 1999. Coleridge, S. T., Biographia Literaria, William Pickering, London, 1847. De Quincey, T., Confessions of an English Opium-Eater and Other Writings, Oxford World’s Classics, Oxford, 1996. Ford, J., Coleridge on Dreaming, Cambridge University Press, Cambridge, 1998. Hayter, A., Opium and the Romantic Imagination, Faber and Faber, London, 1968. Marcus, T., Opium in Literature and London, Issue 3. Zembla Magazine, London, 2004.

Reward, Punishment, Prisoner’s Dilemma Essay

Reward and punishment are subcategories of operant conditioning. Rewards are meant to reinforce and increase behavior, while punishments decrease behavior. For example, if you want to potty train your dog, you would reward the dog every time it goes outside to pee by giving them a treat or petting them. On the other hand, if your dog pees indoors on the carpet, you would punish it by yelling or spanking them. Eventually, you will decrease the amount of reward little by little (by only feeding the dog treats every ten times the dog goes outside to pee), and the dog will be potty trained (conditioned). Johnny and Sam have been arrested by the police for robbing the bank and the police put them in separate jail cells. The officer makes an offer to each telling them they may choose to testify against their friend or remain silent. If one confesses and their friend remains silent, the person who confesses will be free while their friend will be sentenced 10 years in prison. If both stay silent, they will be sentenced 6 months in prison while if both confess, both will get five years in jail. The dilemma that the prisoners face is that whatever the other does, each is better off confessing then remaining silent. However, if both confess, the outcome is worse then if they both had remained silent. Pursuing for individual reward would logically lead to both prisoners betraying and getting sentenced a longer time in prison, but instead if the prisoners cooperated, they would both get less time in prison. Through experimenting with this in class, I came to a conclusion that factors such as gender affected the results. Males tended to be more self-interested and were dominated with betrayal while women tended to lean towards staying silent and not risking betraying their friends. The marshmallow experiment was a study done in which a marshmallow was offered to each child for 15 minutes in a room, alone. The child was told that if they could resist eating the marshmallow for 15 minutes, they would be rewarded with another. Most children (two-thirds) were unable to resist the temptation and ate the marshmallow before the 15 minutes was over, even when they knew they’d be treated with another one in just 15 more minutes. This experiment was related with future success– the ability to wait longer correlated with success, since being able to wait showed greater self control, and self control is vital to future success.

Japanese Society essays

Japanese Society essays The Japanese are a society based almost entirely on groups. Whether it is in the home, at school, or at work, the Japanese are always in a group. Just as in America, there is ranking system that establishes the group. The oyabun is the leader of the group, and has the parent status. The kobun are the other members of the group, and they are seen as the ones with the child status. Any person can play both roles, depending on the group that he/she is in. The father may be the oyabun to his son but at work, he is the kobun to the boss. Success and failure is shared by everyone in the group, but disgrace and honor fall to the leader. When problems arise, the leader is the first to take responsibility for the actions/problem. One of the reasons why Japan was able to make such a great recovery after World War II was because the country as a whole, came together as a group to rebuild their home. Villages were very close, and in this way, the group became more important than the actual individual. Now, this is the case in places besides villages, such as work and school. When one is accepted into a certain school or workplace, he automatically becomes a member of the group for life. The people at these places become his tight knit friends. No matter where a Japanese goes, he is followed by the group mentality. When he is out at dinner with his fellow colleagues, he must order what the others, particularly what the boss, or highest ranking person that is present, is ordering. During decision making, the Japanese never say no. They always have to come to some sort of conclusion where everybody in the group agrees, or come to a consensus, no matter how long it may take. If the group decides on something and one person seems to disagree without actually saying that he does, the group must somehow get him to conform to their idea. The group, or groupism, comes wit...

Creating web pages

Creating web pages We all have something to say. We are important and have different experiences and ideas and want to share them. We don't want to share them just with a friend or a relative, but the entire world. How do you do that you ask. Simple. You don't go and call everyone you know over the phone or you don't mail your ideas out. This is way too time consuming and expensive. Instead you decide to make yourself present on the Internet. Though, creating web pages can be an involved process. So that is why I will not go into all of the details, but instead I will introduce to you the most important ideas, and explain what types of tools and resources you need to make a home page of your own.Some of the tools or programs that will be need are an editing program to create and modify HTML files, a knowledge of HTML and common web techniques, a source of pictures and other images, and a graphics program to manipulate images.HTML CodeIf you do not understand any of these, do not worry. I will explain f urther in the reading.The first thing to decide on is what type of information that is to put up. The next thing is to figure out whether a web page, one single page, or a web site, a bunch of pages, is the proper device to hold all the information. It would be best for people who are just starting off to start off with a web page. For the person who knows what they want and have more than just a couple things to say, the web site is the way to go. Some of examples of what people put up on a page or site are photos of themselves,

Strategic Deterrence Essay Example | Topics and Well Written Essays - 500 words

Strategic Deterrence - Essay Example This situation comes when firms start loosing customer base, profit on sales and the business tending to break-even point, which is generally referred as no profit and no loss point. This position comes when the situation is from a very long time. Though Strategic deterrence is mutually agreed concept is in deed an unwilling act on behalf of the companies involved. It ensures no loss concept but never promises profits out of the deterrence. Strategic deterrence may be a positive attitude but is accepted only by small or medium companies but not by large multi national companies. Its implications on the multi markets are not only largely understood but are but are being analyzed to overcome the disadvantages due to the market encroachment. The markets un touched by this phenomenon is the monopoly market which stands high on sales and profit yet not letting any one step into its market. This is the only market, which does not need to negotiate with the fellow competitors in the multi market segments. Strategic deterrence some times tends to be very fair but in actual scenario it just an act of deceiving the fellow competitor there by amassing large customer base. Once customer base is achieved it is very hard for the rival firm to get to the competing level.

History Essay Example | Topics and Well Written Essays - 750 words - 26

History - Essay Example After this war Britain came up victorious and this also eradicated fear of French attack on the colonies. Colonies did not have to worry about their own defense (from French) and therefore their reliance on British decreased significantly. British also were heavily indebted due to the expenses on the war so they increased taxes of the colonies. It was a tradition at that time to impose taxes on colonies in order to earn more revenue. This was also a reason for the disgruntlement of the people of colonies. They felt that they were under slavery and this played a major role in the revolution. British Empire had colonies all over the world and they wanted to extend their power. For this reason they forced all their colonies to trade with themselves only. Through Navigation Act British Empire forced the American colonies to trade with British only and restricted trade with France and Spain. This was economically crushing American colonies and they had their reservation on the act. Sugar Act was another piece of legislation that increased the problems of the American Colonies. The act increased duties on imported sugar and this forced American colonies to stop using British goods. The timing of this act was a problem. It came at a time when people were already suffering from depression and this Act angered people more. They thought that they were being exploited. Currency Act was also a controversial act that restricted the colonies from printing money. British Empire thought that the devalued currency of colonies was hurting their economy therefore they forbade colonist from paying British traders in the colonist currency. This really made life difficult for the American colonies. People had to pay higher and this deprived them from their hard earned money. Currency Act can be regarded as a derogatory piece of legislation that was aimed at hurting the colonies of America. This was a major cause of the American Revolution. The tipping point