Deep Learning

Simple CNN basic Model from Scratch

CNN basic

Convolutional Neural Network:    CNN We will first build a CNN basic Model from Scratch  with three convolutional layers, and max pooling to automatically extract features from our images and reduce the resolution of the output convolutional feature map. We assume that you know enough about CNN, so we will not cover theoretical details. Feel free to check out my book or any…

Explainable Artificial Intelligence (XAI)

XAI

Explainable Artificial Intelligence (XAI): Machine learning has seen dramatic success, which has led to an explosion of Artificial Intelligence applications. The promise of autonomous systems that perceive, learn, act, and decide for themselves is a constant promise. These systems are limited in their ability to communicate with humans about their actions and decisions. Figure 1. DoD faces challenges that require more intelligent, autonomous, and symbiotic…

Importance of coding for researchers

Why is it so important for researchers learn coding? Researchers need to know how to code. Coding allows for the extraction of data in an automated, reproducible manner. It is also possible to create custom solutions for unique problems that researchers face every day by using coding. Any problem can be solved by extracting information from image data, sensor data or video…

Transfer learning using MobileNet on Custom Data

Transfer learning MobileNet

TLTransfer learning: Transfer learning is an advanced concept in machine learning techniques. Which helped to reuse the already developed model as starting for a second task model. Transfer learning is the most famous methodology in deep learning. In this, we utilize pre-prepared models as the beginning stage of computer vision. Likewise, natural language processing assignments are given immense figure and time assets.…

Artificial Intelligence and Machine

Artificial Intelligence

Artificial Intelligence: the era of Digital world and a new challenging  topic for the digital world and it have much importance in digital technology world. The official idea and the definition of AI was first formulate by Jhon McCarthy in 1955 at Dartmouth Conference. The original concept/ definition of AI “Every aspect of learning or any other feature of intelligence can in…