The model was trained to perform a cross-modal search for actions

9 May 2022

The model was trained to perform a cross-modal search for actions

MIT has developed a model of cross-modal search for actions in text, audio and video content. The model allows you to determine where a certain action takes place in the…

Flamingo: DeepMind multimodal model

9 May 2022

Flamingo: DeepMind multimodal model

Flamingo is a multimodal DeepMind model that generates a text description of photos, videos and sounds. The model surpasses the previous state-of-the-art models in 16 tasks, and its feature is…

GraphWorld: benchmark for graph neural networks

9 May 2022

GraphWorld: benchmark for graph neural networks

Google AI has introduced a benchmark for graph neural networks GraphWorld. The benchmark uses several million synthetic datasets reproducing a wide class of graphs and generates a generalized estimate of…

Israeli startup simplifies hiring using natural language processing

9 May 2022

Israeli startup simplifies hiring using natural language processing

Myinterview is an Israeli startup developing machine learning tools to speed up and simplify hiring processes for companies. The My interview platform transcribes candidates’ video interviews, evaluates their skills and…

Google Cloud Manufacturing: advanced analytics in manufacturing

9 May 2022

Google Cloud Manufacturing: advanced analytics in manufacturing

Google and Ford have developed a Google Cloud Manufacturing tool aimed at combining and unifying disparate data in manufacturing. The tool provides an opportunity to analyze production processes and train…

MIT’s drone algorithm Predicts object Trajectories

29 April 2022

MIT’s drone algorithm Predicts object Trajectories

MIT researchers have developed an algorithm to improve the safety of self-driving cars. The model predicts the trajectories of road users moving near the drone in real time. Modern methods…

MASSIVE: Amazon dataset for multilingual model training

29 April 2022

MASSIVE: Amazon dataset for multilingual model training

Amazon has introduced the MASSIVE open-source dataset with translations of texts into 51 languages. The dataset is aimed at creating natural language processing models that can be easily generalized to…

SORDI: dataset of synthetic images of production resource

20 April 2022

SORDI: dataset of synthetic images of production resource

BMW Group presented SORDI, the largest open-source dataset of marked-up photorealistic images of factories and other industries. SORDI contains more than 800,000 images in 80 categories and is aimed at…

The model was trained to detect seismic activity against the urban noise

18 April 2022

The model was trained to detect seismic activity against the urban noise

Researchers at Stanford University have developed an algorithm for removing background noise from data coming from seismic activity sensors. The model allows you to register four times more earthquake signals.…

The model predicts the risk of cardiac arrest for ten years ahead

14 April 2022

The model predicts the risk of cardiac arrest for ten years ahead

Johns Hopkins University has developed a model that predicts the risk of cardiac arrest based on MRI images. The researchers claim that the analysis of the structure of scar tissue…

DALL-E 2: text-to-image OpenAI model

13 April 2022

DALL-E 2: text-to-image OpenAI model

OpenAI has introduced a new version of the DALL-E text-to-image conversion model. Compared to the first version, DALL-E 2 generates images in higher quality with less delay, and also allows…

PaLM: Google’s language model with 540 billion parameters

8 April 2022

PaLM: Google’s language model with 540 billion parameters

Google has introduced a PaLM – language model with 540 billion parameters. PaLM has surpassed existing language models in most benchmarks. The model is trained using 6144 Google TPU tensor…

Synthetic image generator for training classification models

4 April 2022

Synthetic image generator for training classification models

MIT researchers have developed a method in which a controlled model of synthetic image generation is integrated into a classification model. The method allows you to reduce the cost of…

Jigsaw: Microsoft tool for text-to-code models

1 April 2022

Jigsaw: Microsoft tool for text-to-code models

Microsoft has introduced Jigsaw, a tool for laying out the output of text–to-code models by providing examples of output data. When working with Python Pandas, the tool made it possible…

Instant NeRF: ultrafast 3D-scene reconstruction

28 March 2022

Instant NeRF: ultrafast 3D-scene reconstruction

Nvidia has introduced Instant NeRF, an algorithm for ultrafast reconstruction of three-dimensional scenes from multiple images. Instant NeRF is aimed at use in autonomous driving systems and when creating metaverses.…

The surgical robot determines the place of needle insertion

24 March 2022

The surgical robot determines the place of needle insertion

AI-Guide is a hand-held surgical robot developed at MIT that allows automating the process of inserting a needle or catheter into a blood vessel. The device is aimed at providing…

Applications of machine learning in the field of nature conservation

28 February 2022

Applications of machine learning in the field of nature conservation

Machine learning has become one of the three leading technologies in the field of nature protection. The article provides an overview of the tasks solved with the help of machine…

Computer vision system reduces delays in aircraft departures

28 February 2022

Computer vision system reduces delays in aircraft departures

Israeli startup IntellAct has developed a system for monitoring the actions of airport employees to reduce flight delays. Preliminary tests of the system conducted by El Al Airline at Ben Gurion…

Datasets for music generation and analysis

27 February 2022

Datasets for music generation and analysis

The article provides an overview of datasets with musical compositions. Datasets are designed to train models of music generation, recognition and analysis. NSynth The largest dataset consisting of 305,979 musical…

Machine learning was used to help anesthesiologists

18 February 2022

Machine learning was used to help anesthesiologists

MIT scientists have demonstrated a machine learning algorithm for continuous automation of dosing of the anesthetic drug propofol. The algorithm can improve the process of tracking the condition of patients during…

Reinforcement training to control thermonuclear reactions

17 February 2022

Reinforcement training to control thermonuclear reactions

DeepMind has announced the use of reinforcement learning to control the plasma state during a thermonuclear reaction. The DeepMind algorithm made it possible to increase the stability of the process…