AI Trends
Reporting, analysis and features from AIM's AI Trends section.
How differential binarization can improve real-time scene text detection
Effective Binarization can help in better image segmentation.
Souptik.Majumder ·
Methods to Serialize and Deserialize Scikit Learn and Tensorflow models for production
This article briefs about the various methods to serialize and deserialize Scikit Learn and Tensorflow models for production
darshan.m ·
How to build a web scraping package to extract hyperlinks in 10 minutes using Python?
This article briefs about the process of building a custom python package that can be used to scrape data from the web by using various inbuilt functions of BeautifulSoup.
darshan.m ·
Elevate to a career in cloud computing! This 8-month course is designed for you
The demand for cloud skills is real. Moreover, cloud computing offers an exciting and fruitful career option for aspiring professionals and students.
Amit Naik ·
What is Image Registration and How does it Work?
Image registration is the process that overlays two or more images from different sources taken at different times and angles.
Sourabh Mehta ·
Top companies represented by Kaggle Grandmasters
Jio Saavn and Embibe are two of the only Indian companies on the list
Avi Gopani ·
One vs One, One vs Rest with SVM for multi-class classification
Yugesh Verma ·
6 AI research papers you can’t afford to miss
ImageNet is a dataset of over 15 million labelled high-resolution images across 22,000 categories.
kartik.wali ·
Why is AI pioneer Yoshua Bengio rooting for GFlowNets?
Developed in 2021, GFlowNets are a novel generative method for unnormalised probability distributions.
Shraddha Goled ·
Full-time data science courses vs online certifications: What’s best for you?
The online certificates are like floors built on top of the foundation but they can't be the foundation.
Sreejani Bhattacharyya ·
Top ten challenges in object detection every data scientist should know
Object detection forms the foundation of many other downstream computer vision tasks, such as image segmentation, image captions, object tracking, and more.
srishti.Mukherjee ·
Top statistics books for data scientists
The Signal and the Noise draws on his learnings and guides data scientists on distinguishing 'true signals' from noisy data.
Avi Gopani ·
Top movies to look forward to in 2022 if you are into AI
So, here is the list of movies in 2022 to curb your enthusiasm.
Akashdeep Arul ·
All you need to know about masked autoencoders
Masking is a process of hiding information of the data from the models. autoencoders can be used with masked data to make the process robust and resilient.
Yugesh Verma ·
Top 5 AI announcements at CES 2022
We look at the brightest AI-based innovations that are being presented at CES this year.
Abhishree Choudhary ·
Top free online courses on Data Governance
One of the more detailed, 4-hour long courses on data governance, this programme is held by Microsoft.
Avi Gopani ·
All you need to know about SARSA in Reinforcement Learning
SARSA is one of the reinforcement learning algorithm which learns from the current set os states and actions and learns from the same target policy.
darshan.m ·
Can reinforcement learning solve the NP-Hard problems?
NP-hard is a set of sequentially decision problems which are hard to solve in a time frame.
Sourabh Mehta ·
Top Guinness world records in AI
Entrepreneur Nick Gerritsen has collaborated with Touchtech and the Victoria University of Wellington to develop the Semantic Analysis Machine.
kartik.wali ·
How to generate recommendations using reinforcement learning?
Embedding Q-Learning with Policy network would generate recommendation
Sourabh Mehta ·