Archives for May, 2021 - Page 2
On 20th May 2021, a Tesla Model Y with rooftop LiDAR sensors was spotted by Grayson Brulte, a consultant in the autonomous vehicle industry, in Palm Beach, Florida. People found this to be rather interesting given Elon Musk, Tesla’s Chief Executive Officer, and his historically less-than-favourable opinion of the laser sensor technology. LiDAR, which is…
The post Did Elon Musk Take A U-Turn on LiDARs? appeared first on Analytics India Magazine.
“Model-based methods rely on planning as their primary component, while model-free methods primarily rely on learning.” Sutton& Barto, Reinforcement Learning: An Introduction In the context of reinforcement learning (RL), the model allows inferences to be made about the environment. For example, the model might predict the resultant next state and next reward, given a state…
The post What Is Model-Free Reinforcement Learning? appeared first on Analytics India Magazine.
A typical MRI scan can last 40 to 60 minutes. Additionally, clinicians have to spend up to an hour gathering sufficient data for a diagnostic MRI examination. Last year, researchers from Facebook AI and NYU Langone Health released FastMRI, a new way to use AI to accelerate the MRI scanning process. But, how good are…
The post Are MRI Scans Done By AI Systems Reliable? appeared first on Analytics India Magazine.
A typical MRI scan can last 40 to 60 minutes. Additionally, clinicians have to spend up to an hour gathering sufficient data for a diagnostic MRI examination. Last year, researchers from Facebook AI and NYU Langone Health released FastMRI, a new way to use AI to accelerate the MRI scanning process. But, how good are…
The post Are MRI Scans Done By AI Systems Reliable? appeared first on Analytics India Magazine.
A typical MRI scan can last 40 to 60 minutes. Additionally, clinicians have to spend up to an hour gathering sufficient data for a diagnostic MRI examination. Last year, researchers from Facebook AI and NYU Langone Health released FastMRI, a new way to use AI to accelerate the MRI scanning process. But, how good are…
The post Are MRI Scans Done By AI Systems Reliable? appeared first on Analytics India Magazine.
Amazon Web Services (AWS), Google Cloud Platform (GCP) and Microsoft Azure are the leading cloud providers by a long shot. Though late to the party, GCP has seen robust growth over the years. Google Cloud’s revenue jumped nearly 46 percent year-on-year to $4.04 billion in the first quarter of 2021. “All vendors offer strong ML…
The post Why ML Capabilities Of GCP Is Way Ahead Of AWS & Azure appeared first on Analytics India Magazine.
Last year, Facebook AI introducedDynabench, a platform for dynamic data collection and benchmarking that uses humans and NLP models to create challenging test datasets. The humans are tasked with finding adversarial examples that fool current state-of-the-art models. Facebook has recently updated Dynabench with Dynaboard, an evaluation-as-a-service framework for hosting benchmarks and conducting holistic NLP model…
The post Facebook Launches An Evaluation-As-A-Service Framework For ML Models appeared first on Analytics India Magazine.
Last year, Facebook AI introducedDynabench, a platform for dynamic data collection and benchmarking that uses humans and NLP models to create challenging test datasets. The humans are tasked with finding adversarial examples that fool current state-of-the-art models. Facebook has recently updated Dynabench with Dynaboard, an evaluation-as-a-service framework for hosting benchmarks and conducting holistic NLP model…
The post Facebook Launches An Evaluation-As-A-Service Framework For ML Models appeared first on Analytics India Magazine.
A deep neural network or DNN progressively gains the ability to learn complex representations as it goes deeper, enabling it to perform image classification and speech recognition tasks. On the flip side, making DNNs deeper comes with increased inference-time computational demands. To remediate this, researchers have devised multi-exit architectures where deeper networks fix mistakes of…
The post Robustness Of Multi-Exit Architectures Against Adversarial Attacks appeared first on Analytics India Magazine.
Natural Language Generation (NLG), a subset of Natural Language Processing (NLP), outputs natural human language from data. The software system generates narratives and reports based on input data. It can also translate this text into audible speech. Here is a list of the top companies providing natural language generation services. (The list is in alphabetical…
The post Top Natural Language Generation Platforms In 2021 appeared first on Analytics India Magazine.