MIT College of Railway Engineering and Research, Barshi

C Language Integrated Production System  (CLIP) neurons respond to the same concept whether it is presented literally, symbolically, or conceptually, according to our findings. This could explain CLIP's accuracy in recognizing startling visual renderings of concepts, and it's also a big step toward understanding how CLIP and other models learn associations and biases. The discovered multimodal neurons exist in the human brain. Rather than any specific visual aspect, these neurons respond to clusters of abstract thoughts based around a similar high-level topic. The "Halle Berry" neuron, which has been published in both Scientific American and The New York Times, responds to images, doodles, and the text "Halle Berry" (but not other names). CLIP is a general-purpose vision system developed by OpenAI that matches the performance of a ResNet-502 but exceeds existing vision systems on some of the most difficult datasets. Each of these challenge datasets, Object...

  1. Introduction With a network of railroads spanning 67,956 kilometres (miles), and serving 23 million passengers and 3 million metric tonnes (one million pounds) of freight per day, the Indian Railways' rail network is among the world’s largest. When India's railway network is run by one manager, it ranks among the world's largest railway systems. The Indian Railways carried 8.086 billion passengers in the fiscal year ending March 2020 and transported 1.2122 billion metric tonnes of freight. Some important features of Indian railways include: It is the world's second-biggest rail network under one management, and it is also the largest in Asia. Freight Revenue for the Year 2020-21 is INR 114652.47 cr as compared to INR 112358.83 cr last year, showing a growth of positive 2%. In the month of June 2021, Indian Railways earned INR 11,186.81 cr from freight loading which is also 26.7 % higher compared to June 2020. The Indian Railways...

Every structure whether it is road, embankment, bridge, transmission tower, buildings, runway, dam, retaining wall, or elevated service reservoir, all of them transfer their load to the soil. Hence the soil beneath the structure needs to be assessed for its strength and stability. A geo-technical consultant is a person who deals with identifying, classifying and determining the various properties of soil. Nowadays geo-technical consultancy is playing a vital role in the construction of big projects such as high rise buildings, underground construction etc. The major parameter which is required to identify the stability of the structure is that soil underneath the structure should not fail in shear and also soil should not settle excessively. As said by Karl Terzaghi (Father of Soil Mechanics) soil is a very complex material because of which its property changes from point to point. So to avoid failure of structure thorough soil investigation needs to be carried out. If one wants to be ...

  In Today’s world, the importance of English cannot be ignored. It is one of the most spoken languages in the world. People from different parts of the world having different languages as their mother tongue are able to communicate easily with knowledge of English. Nowadays English has become a language of education in many countries. If a student knows English well, it would be easy for him to get higher education from western countries. English- speaking countries have the best education offer in the world. In order to enter prestigious universities, such as Harvard University, Stanford University, and Oxford University, it is necessary for candidates who want to study there to speak English. English speakers are very likely to have good job opportunities. For instance, most of the English-speaking countries, such as England and the United States are countries with a high gross domestic product where speaking English is the best way to get job opportunities. English has beco...