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Papers by Manisha More
International Journal for Research in Applied Science and Engineering Technology
Tiredness is a way wherein one level of mindfulness is decreased due to lacking of rest or wearin... more Tiredness is a way wherein one level of mindfulness is decreased due to lacking of rest or weariness and it might cause the driver fall into rest unobtrusively. A Drowsy or lethargic driver can't decide while he/she can have a crazy rest. Nod off pulverizes are exceptionally outrageous as far as injury.Recent insights gauge that every year 1,200 passings and 76,000 wounds can be caused to fatigue or sluggishness related crashes. Over 25% of interstate car crashes are caused as consequence of driver weariness. Decrease the gamble of a mishap by advance notice the driver of his/her tiredness. This undertaking is fundamentally founded on four parts 1) Face and Eye identification: Performs scale invariant location utilizing Haar Cascade Classifier perform through a webcam. 2) Eye highlight extraction: Eye highlights are removed utilizing Hough Circle and 3) Extract single eye 4) Edge location and perform tiredness discovery on it. In the proposed technique, following the face identification step, the facial parts those are more significant and considered as the best for tiredness, are removed and followed in video succession outlines. The framework has been tried and carried out in a genuine climate. The commitment work is when tiredness recognized, after it will give alert admonition sign to the driver.
Machine learning is the fastest growing areas of computer science. It has the ability to lets the... more Machine learning is the fastest growing areas of computer science. It has the ability to lets the computer to create the program. It is a subset of Artificial Intelligence (AI), and consists of the more advanced techniques and models that enable computers to figure things out from the data and deliver. It is a field of learning and broadly divided into supervised learning, unsupervised learning, and reinforcement learning. There are many fields where the Machine learning algorithms are used. The objective of the paper is to represent the ML objectives, explore the various ML techniques and algorithms with its applications in the various fields from published papers, workshop materials & material collected from books and material available online on the World Wide Web.
International Journal for Research in Applied Science and Engineering Technology
Tiredness is a way wherein one level of mindfulness is decreased due to lacking of rest or wearin... more Tiredness is a way wherein one level of mindfulness is decreased due to lacking of rest or weariness and it might cause the driver fall into rest unobtrusively. A Drowsy or lethargic driver can't decide while he/she can have a crazy rest. Nod off pulverizes are exceptionally outrageous as far as injury.Recent insights gauge that every year 1,200 passings and 76,000 wounds can be caused to fatigue or sluggishness related crashes. Over 25% of interstate car crashes are caused as consequence of driver weariness. Decrease the gamble of a mishap by advance notice the driver of his/her tiredness. This undertaking is fundamentally founded on four parts 1) Face and Eye identification: Performs scale invariant location utilizing Haar Cascade Classifier perform through a webcam. 2) Eye highlight extraction: Eye highlights are removed utilizing Hough Circle and 3) Extract single eye 4) Edge location and perform tiredness discovery on it. In the proposed technique, following the face identification step, the facial parts those are more significant and considered as the best for tiredness, are removed and followed in video succession outlines. The framework has been tried and carried out in a genuine climate. The commitment work is when tiredness recognized, after it will give alert admonition sign to the driver.
Machine learning is the fastest growing areas of computer science. It has the ability to lets the... more Machine learning is the fastest growing areas of computer science. It has the ability to lets the computer to create the program. It is a subset of Artificial Intelligence (AI), and consists of the more advanced techniques and models that enable computers to figure things out from the data and deliver. It is a field of learning and broadly divided into supervised learning, unsupervised learning, and reinforcement learning. There are many fields where the Machine learning algorithms are used. The objective of the paper is to represent the ML objectives, explore the various ML techniques and algorithms with its applications in the various fields from published papers, workshop materials & material collected from books and material available online on the World Wide Web.