Pattern Recognition / Neural Networks and Deep Learning

The Power of Predictive Weather Data in Modern Business

25 July 2024

The Power of Predictive Weather Data in Modern Business

Predictive weather data is a crucial asset derived from extensive datasets collected from meteorological observations, satellite imagery, radar systems, and weather stations globally. This article delves into how predictive weather…

Hugging Face and Pollen Robotics Introduce Reachy2 – an Open-Source Robot for Household Tasks

10 June 2024

Hugging Face and Pollen Robotics Introduce Reachy2 – an Open-Source Robot for Household Tasks

Hugging Face and Pollen Robotics unveiled the anthropomorphic robot Reachy2, whose training dataset and model are open-source. Reachy2 performs household tasks and interacts safely with people and pets. Pollen Robotics…

Google Gecko: Benchmark for Text-to-Image Models

6 May 2024

Google Gecko: Benchmark for Text-to-Image Models

Google DeepMind has developed Gecko, a benchmark that ensures more accurate and reliable testing and comparison of text-to-image models than existing approaches. A study by Google DeepMind has identified hidden…

Diffusion Model Trained to Predict Chemical Reactions

27 December 2023

Diffusion Model Trained to Predict Chemical Reactions

MIT scientists have developed a model that predicts the likelihood of a molecule reaching a transition state—critical for determining the probability of a chemical reaction. Furthermore, researchers will use the…

14 Free Courses on Machine Learning, Data Science, Data Analysis, and Python

30 August 2023

free machine learning data science analysis python courses

14 Free Courses on Machine Learning, Data Science, Data Analysis, and Python

The prevailing trend in online education is the rise of Massive Open Online Courses (MOOCs). Free courses on machine learning, data science, data analysis, and Python are readily available, based…

PIGINet: Generating Optimal Sequence of Robot Actions

30 July 2023

PIGINet: Generating Optimal Sequence of Robot Actions

MIT researchers have introduced PIGINet, a neural network designed to teach robots how to navigate through various tasks. PIGINet evaluates potential action sequences based on task descriptions, scene images, and…

ConPLex: Language Model for Drug Development

11 June 2023

ConPLex: Language Model for Drug Development

ConPLex is a language model trained to analyze chemical databases and search for potential drug molecules that interact best with specific target proteins. The model enables the exploration of over…

Automatic Creation of Personalized GIFs: a New State-of-the-Art Approach

27 July 2018

Automatic Creation of Personalized GIFs: a New State-of-the-Art Approach

Suppose you have a 10-minutes-video but are interested only in a small portion of it. You are thinking about creating a 5-second GIF out of this video, but video-editing can…

“What Is Going On?” Neural Network by Facebook Detects and Recognises Human-Object Interactions

11 July 2018

“What Is Going On?” Neural Network by Facebook Detects and Recognises Human-Object Interactions

Deep learning played an important role in the past years for the improvement of visual recognition of individual instances e.g detecting objects and pose estimation. However, recognizing individual objects is…

“What I See” vs “What My Camera Sees”: How DNN Can Bring Details Back to Overexposed and Underexposed Images

28 April 2018

“What I See” vs “What My Camera Sees”: How DNN Can Bring Details Back to Overexposed and Underexposed Images

Human eyes are better than any known camera, so far. When we look at scenes where there’s a huge gap between the bright and dark tones (for example sunrise and…