Writing

DEEP LEARNING SERIES- PART 9

This article is about one of the pre-trained CNN models known as the VGG-16. The process of using a pretrained CNN is known as transfer learning. In this case, we need not build a CNN instead we can use this with a modification. The modifications are:- Removing the top (input) […]

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DEEP LEARNING SERIES- PART 8

The previous article was about the padding, stride, and parameters of CNN. This article is about the pooling and the procedure to build an image classifier. Pooling This is another aspect of CNN. There are different types of pooling like min pooling, max pooling, avg pooling, etc. the process is […]

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DEEP LEARNING SERIES- PART 7

The previous article was about the process of convolution and its implementation. This article is about the padding, stride and the parameters involved in a CNN. We have seen that there is a reduction of dimension in the output vector. A technique known as padding is done to preserve the […]

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INSPIRATION LEADS TO SUCCESS.

Inspiration can come from anywhere, it’s something that makes you want to change in your life for the better, or someone who pushes you or set’s an example, or someone that makes you think about your life and how you want to change it. My inspiration was my envy! Yes […]

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DEEP LEARNING SERIES- PART 6

The previous article was about the procedure to develop a deep learning network and introduction to CNN. This article concentrates on the process of convolution which is the process of taking in two images and doing a transformation to produce an output image. This process is common in mathematics and […]

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DEEP LEARNING SERIES- PART 5

The previous article was on algorithm and hyper-parameter tuning. This article is about the general steps for building a deep learning model and also the steps to improve its accuracy along with the second type of network known as CNN. General procedure to build an AI machine Obtain the data […]

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GUANO ISLANDS

Guano islands were discovered on a series of islands off the coast of Peru. These islands are rocky and barren and have no vegetation owning to lack of rain in the area. The word ‘GUANO’ originated from the Andean indigenous language Quechua, which refers to any form of dung used […]

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SWATCH BHARAT SWASTH BHARAT

SWATCH BHARAT SWASTH BHARATWhether the Sun shines or it Rains; Cleaning the India should be our aim.Pledge for cleanliness to show your keenness to clean India. India will teach us the tolerance and gentleness of mature mind, understanding spirit and a unifying, pacifying love for all human beings.” – Will […]

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DEEP LEARNING SERIES- PART 4

The previous article dealt with the networks and the backpropagation algorithm. This article is about the mathematical implementation of the algorithm in FFN followed by an important concept called hyper-parameter tuning. In this FFN we apply the backpropagation to find the partial derivative of the loss function with respect to […]

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