In our day to day life transportation is the most important provision used by maximum of thepopulation because ofthe efficiency toreach their destinations is high.While using thisprovison there is chance of accidents because of the many reasons like clashing of twovehicles,overspeeding,drunkendriving,distr actionstodriver,redlightjumpingetc.manyaccide nts occur because of the small mistakes which are very silly such as picking up sidestand etc.we can reduce some causes of accidents by making any instrumental or deviceswhich gives us the remainder so that we can react to that.focusing on the accidents occurreddue to picking up the side stand we can make a device by which the accidents will be reducedbecauseoftheside stand.

Many different kinds of companies and other organisations in the industrial industry rely heavily on pneumatic systems. Pneumatic systems are well-known for their user-friendliness, dependability, and straightforward design. On top of that, they work well for sudden and powerful force applications. Consequently, this project's goal is to create a robust, userfriendly pneumatic sheet metal cutting and bending machine. To run the machine, a pressure of 8 to 10 bar is sufficient. The cylinder is pressurised by air that travels through the tubes, which pushes the piston out. The punch receives its power from the piston via the linkage. The resulting work piece meets all specifications, and it may be easily collected using the land clearance supplied in the die. Since the die is permanently attached, any form die may be used as needed. Because of this, we can make a broad variety of items using various types of punch dies. This way, you may get various kinds of punches accor

Our strategy is based on the central principle of sentiment analysis, which is the study of human health as it relates to social media. It is well-known that current sentiment categorization is an issue that is very domain-dependent. So, it accurately predicts a person's depression rate but offers an extremely low estimate. Using a collaborative multi domain sentiment classifier, which has the benefit of more precisely determining a person's depressive condition, may fix the issue. Our goal is to use multi-task learning as a collaborative framework to train sentiment classifiers for various domains. Its many applications include marketing research, political campaigns, brand messaging, and consumer feedback gathering. Throughout the subject review The Bag of Words (BODW) approach is crucial. The most crucial words in a paper could stand for an opinion or a fact about the subject. Both the fact and the feeling stand for the objective and subjective labels, respectively. Fr

Using what is known about computers, this research aims to determine the quality of cotton, which is useful for the cotton industry. Support Vector Machine (SVM) is used to verify the quality in this research. Conventional procedures provide the basis of most of the current approaches. Cotton quality predictions may be made with the use of research.