AI Trends
Reporting, analysis and features from AIM's AI Trends section.
8 Scala Libraries For Data Science In 2021
'- Apache Spark MLlib & ML - DeepLearning4J - BigDL - H2O Sparkling Water - Conjecture - Akka - Spray - Slick
Debolina Biswas ·
Real-World Blind Face Restoration with Generative Facial Prior
Victor Dey ·
New Algorithm Improves ML Model Training Over The Internet
Volunteer computing (VC) is popular with other domains such as bioinformatics and physics where people donate the idle time of their desktops, smartphones, and other personal devices.
Ram Sagar ·
8 Projects To Kickstart Your MLOps Journey In 2021
According to the Algorithmia report, nearly 22 percent of companies have had ML models in production for one to two years.
Amit Naik ·
Creating A Language Translator App Using Gradio
Gradio is an open-source library for Python language that allows you to quickly create easy to use customizable User Interface components for any ML model. In this article, we will try to implement a Language Translator App Using The Gradi…
Victor Dey ·
Top AI & ML Innovations From Allen Institute For Artificial Intelligence
Over the years, the private research institute and startup incubator has pushed the frontiers of AI and machine learning.
Shraddha Goled ·
5 Best ML Research Papers At ICML 2021
In ICML 2020, Google topped the charts of total research papers submitted, followed by DeepMind, Microsoft, Facebook, and Spotify.
Amit Naik ·
How Reliable Are Machine Learning Model Diagnostics
Likelihood-based ranking diagnostics have a standard deviation of over 2.5 percentage points in many categories.
Ram Sagar ·
Streamlit vs PlotlyDash: Comparison With Python Examples
This article will discuss two of the most popular Python frameworks for developing web applications, Streamlit and Plotly Dash. Streamlit and Plotly Dash are an open-source Python library that provide development components to create and s…
Victor Dey ·
8 Best Alternatives To OpenAI Safety Gym
OpenAI Safety Gym has use cases across the reinforcement learning ecosystem
Amit Naik ·
How To Do Text To Video Retrieval With S3D MIL- NCE
For videos, annotation is also even more challenging than images; this is due to the ambiguities of choosing the right vocabulary of action and annotating action intervals. This significantly limits the scale at which fully supervised vide…
Vijaysinh Lendave ·
7 Courses To Learn R Programming For Beginners
R programming language is extremely popular with data scientists. It ranked 14th in the TIOBE Programming Community Index for June 2021.
Debolina Biswas ·
Semi-Supervised Distillation Vs Noisy Student Training
Debolina Biswas ·
How To Do Keyword Recognition Using Simple Convolutional Network
The actual environment of Keyword recognition is quite more complex than this demonstration. This article focuses on knowing the basic idea used behind the keyword recognition for short audio files of one second. As the convolutional netwo…
Vijaysinh Lendave ·
PPNR Modeling – OLS, Co-Integration and ARIMAX
Rohit Garg ·
8 Free Resources To Learn PyTorch In 2021
At the NeurIPS conference in 2019, PyTorch appeared in 166 papers, whereas TensorFlow appeared in 74 papers.
Amit Naik ·
General Overview Of Time Series Data Analysis
In time-series data analysis, we seek the reason behind the changes occurring over time in time series, information points are gathered at adjacent time-spaces, there is a relation between observations, whether they can be proportional or…
Yugesh Verma ·
How To Do Image Segmentation Using DeepLab?
Today in this article, we are going to discuss Deep labeling an algorithm made by Google. DeepLab is short for Deep Labeling, which aims to provide SOTA and an easy to use Tensorflow code base for general dense pixel labeling. DeepLab refe…
Vijaysinh Lendave ·
How to do Pose Estimation With MoveNet
MoveNet is an ultra-fast and accurate estimator which detects the 17 key points of a body part, as shown above. This model is hosted on Tensorflow-Hub along with its two variants called as lighting and thunder. Lightning is used where crit…
Vijaysinh Lendave ·
8 Free Python Courses For Data Scientists In 2021
Debolina Biswas ·