AI Trends
Reporting, analysis and features from AIM's AI Trends section.
5 Ransomware Attacks of 2021 That Blew The Internet
In June 2021, SonicWall recorded an all-time high of 78.4 million ransomware attacks across the globally.
Debolina Biswas ·
Top Announcements Made At Intel Architecture Day 2021
This event saw the company demonstrating some of the products they have been working on, which signify Intel’s biggest shift in Intel architectures in a generation.
Shraddha Goled ·
Collaborative Filtering Vs Content-Based Filtering for Recommender Systems
Recommender systems are information filtering systems that help deal with the problem of information overload by filtering and segregating information and creating fragments out of large amounts of dynamically generated information accordi…
Victor Dey ·
Using Background Subtraction Methods in Image Processing
Background subtraction is a widely used approach to detect moving objects in a sequence of frames from static cameras. The base in this approach is that of detecting moving objects from the difference between the current frame and referenc…
Vijaysinh Lendave ·
When to Use One-Hot Encoding in Deep Learning?
One hot encoding can be defined as the essential process of converting the categorical data variables to be provided to machine and deep learning algorithms which in turn improve predictions as well as classification accuracy of a model. O…
Victor Dey ·
Why Decompose a Time Series, and How?
Components of time series are level, trend, season and residual/noise. breaking a time series into its component is decompose a time series.
Yugesh Verma ·
Detecting Orientation of Objects in Image using PCA and OpenCV
The Principal Component Analysis is a popular unsupervised learning algorithm that is widely known for dimensionality reduction. It increases the interpretability and also reduces the loss of information while reducing the dimensionality.
Vijaysinh Lendave ·
Key Skills Needed To Be An MLOps Engineer
MLOps provides a road map for individuals, small teams, and even businesses to fulfil their objectives regardless of their constraints.
kumar Gandharv ·
Facial Motion Capture for Animation Using First Order Motion Model
First Order Motion Model is an Open source library that allows you to create 3D animated videos using facial capture videos and still images. The image animation consists of generating a video sequence so that an object in a source image i…
Victor Dey ·
Complete Tutorial On Image Transformations With OpenCV
image transformation are some basic techniques to deal with images where we performs various procedure to make a image data to deal well with image modeling processes.
Yugesh Verma ·
My Small Project on Animating Images & Videos Using GANsNRoses
GANsNRoses is an open-source library that creates new Images by building a mapping that takes face images and produces them to anime drawings of faces. With the contents of the image being preserved, the same face could be represented in m…
Victor Dey ·
OpenAI’s Breakthrough Model Gets ‘CLIP’ped Thanks To Distillation Technique
Using CLIP, OpenAI demonstrated that scaling a simple pre-training task is sufficient to achieve competitive zero-shot performance.
Ram Sagar ·
Best Linux Distro For Machine Learning
A Linux Distro is an open-source Linux operating system packaged with components like installation programmes, management tools and additional softwares.
Debolina Biswas ·
Top 10 Data Center Projects Of India
Businesses in the country are actively aiming to extract investments in the data center sector which is likely to reach a magical figure of INR 450 crore, in the next five years
Gourav Mishra ·
Top 10 GPUs for Deep Learning in 2021
RTX 2060 provides up to six times the performance compared to its predecessors
Avi Gopani ·
What’s Wrong With Limiting Transformers To Just Language Models
Transformers can help workers spend more time doing meaningful work and boost productivity.
Shraddha Goled ·
Top 15 YouTube Channels To Follow For Deep Learning Enthusiasts
We have listed down the top 15 YouTube resources to learn deep learning for free.
Avi Gopani ·
Why Doing A Full-Time Data Science Course Is Better
Full-time courses include theoretical principles, tests, and practical modules applied to real-world situations.
kumar Gandharv ·
Complete Tutorial on Text Preprocessing in NLP
In any data science project life cycle, cleaning and preprocessing data is the most important performance aspect. Say if you are dealing with unstructured text data, which is complex among all the data, and you carried the same for modelin…
Vijaysinh Lendave ·
Creating a Market Trading Bot Using Open AI Gym Anytrading
AnyTrading is an Open Source collection of OpenAI Gym environments for reinforcement learning-based trading algorithms. AnyTrading aims to provide Gym environments to improve upon and facilitate the procedure of developing and testing Rein…
Victor Dey ·