A python toolbox for exploratory and predictive analysis of satellite images. — The AiTLAS toolbox (Artificial Intelligence Toolbox for Earth Observation) includes state-of-the-art machine learning methods for exploratory and predictive analysis of satellite imagery as well as a repository of AI-ready Earth Observation (EO) datasets. It can be easily applied for a variety of Earth Observation tasks, such as land use and…

A framework for developing generally capable embodied agents with thousands of diverse open-ended tasks. — MineDojo is a new framework built on the popular Minecraft game for embodied agent research. …

A case-study on how to keep our machine learning models relevant. — Machine learning models get stale with time and the performance of the model degrades. This is because the data changes in real-time due to changes in trends. This is called Data Drift. If we give long enough time, it is also possible that the relationship between the inputs and the…

Let’s fall in love, little by little, one word at a time… — We are strangers. We pass by each other frequently but hardly take a clear look at each other. We both have our own circle and we live happily. We’ve heard each other’s names somewhere from our friends but we don’t exist in each other’s lives. One day, we meet each…

An introduction to opportunities for learning, practicing, and developing with colab. — Note: This article is the 3rd and final part of this series. I highly recommend you to go through the 1st and 2nd part first :) Google Colab — Introduction Google is quite aggressive in AI research. Over many years, Google developed an AI framework called TensorFlow and a development tool called Colaboratory. Today…

An introduction to opportunities for learning, practicing, and developing with colab. — Note: This story is the 2nd part of the series. I highly recommend you to go through the 1st part first :) Google Colab — Introduction Google is quite aggressive in AI research. Over many years, Google developed an AI framework called TensorFlow and a development tool called Colaboratory. Today TensorFlow is open-sourced and…

An introduction to opportunities for learning, practicing and developing with colab — module 1. — Google Colab — Introduction Google is quite aggressive in AI research. Over many years, Google developed an AI framework called TensorFlow and a development tool called Colaboratory. Today TensorFlow is open-sourced and since 2017, Google made Colaboratory free for public use. Colaboratory is now known as Google Colab or simply Colab.

This article describes the 5G technology emphasizing on its salient features, technological design (architecture), advantages, shortcomings, challenges, and future scope. — Radio technologies have evidenced a rapid and multidirectional evolution with the launch of the analog cellular systems in the 1980s. Thereafter, digital wireless communication systems are consistently on a mission to fulfill the growing need of human beings (1G, …4G, or now 5G).