Author Archives: Jayita Bhattacharyya
OpenAI has designed its new neural network architecture CLIP (Contrastive Language-Image Pretraining) for Learning Transferable Visual Models From Natural Language Supervision.
The post Hands-on Guide to OpenAI’s CLIP – Connecting Text To Images appeared first on Analytics India Magazine.
In a recent work by Microsoft Research, a new framework is introduced which can address in the case of unforeseen corruptions or distribution shifts of data models to create “unadversarial objects,” inputs that are optimized particularly for more robust model performance.
The post Microsoft Releases Unadversarial Examples: Designing Objects for Robust Vision – A Complete Hands-On Guide appeared first on Analytics India Magazine.
Hands-On Guide To Adversarial Robustness Toolbox (ART): Protect Your Neural Networks Against Hacking
The Adversarial Robustness Toolbox(ART) is a Python library which is one of the complete resources providing developers and researchers for evaluating the robustness of deep neural networks against adversarial attacks
The post Hands-On Guide To Adversarial Robustness Toolbox (ART): Protect Your Neural Networks Against Hacking appeared first on Analytics India Magazine.
Sktime is a unified python framework/library providing API for machine learning with time series data and sklearn compatible tools to analyse, visualize, tune and validate multiple time series learning models such as time series forecasting, time series regression and classification.
The post Guide To Sktime – Python Library For Time Series Data (Compatible With Sci-kit learn) appeared first on Analytics India Magazine.
WILDS is a benchmark of in-the-wild distribution shifts spanning a variety of datasets and applications, consisting of wildlife monitoring, tumour identification, poverty mapping and some others.
The post What Is WILDS DataSet By Stanford – A Complete Guide appeared first on Analytics India Magazine.
This article contains data annotation tools and at the end, there is a comprehensive table for guidance to services and solutions provided by each
The post A Complete Learning Path To Data Labelling & Annotation (With Guide To 15 Major Tools) appeared first on Analytics India Magazine.
This article contains data annotation tools and at the end, there is a comprehensive table for guidance to services and solutions provided by each
The post A Complete Learning Path To Data Labelling & Annotation (With Guide To 15 Major Tools) appeared first on Analytics India Magazine.
This article contains data annotation tools and at the end, there is a comprehensive table for guidance to services and solutions provided by each
The post A Complete Learning Path To Data Labelling & Annotation (With Guide To 15 Major Tools) appeared first on Analytics India Magazine.
Facebook’s Recently Released Voice Separation Technique SVoice – Complete Guide With Python Code
SVoice is Facebook Research’s newly achieved state-of-the-art speech separation technique for multiple voices speaking simultaneously in a single audio sequence
The post Facebook’s Recently Released Voice Separation Technique SVoice – Complete Guide With Python Code appeared first on Analytics India Magazine.
Exploring ArtLine – To Create Line Art Portraits, Movie Posters & Cartoonize Images in Python
ArtLine uses deep learning algorithms to achieve fine quality line art portraits, movie posters and cartoonize images.
The post Exploring ArtLine – To Create Line Art Portraits, Movie Posters & Cartoonize Images in Python appeared first on Analytics India Magazine.