EfficientPS: New State-of-the-art Model in Panoptic Segmentation
22 May 2020
EfficientPS: New State-of-the-art Model in Panoptic Segmentation
In a recent paper, researchers from the University of Freiburg, Germany, have proposed a new state-of-the-art CNN model for panoptic segmentation which also outperforms all existing models in terms of…
Meta Dataset: Google Released A “Dataset of Datasets” for Few-shot Learning
15 May 2020
Meta Dataset: Google Released A “Dataset of Datasets” for Few-shot Learning
Researchers from Google AI have developed and released a new dataset for few-shot learning called Meta Dataset. The novel dataset is in fact attributed as a “dataset of datasets” and…
Deep Neural Network Predicts Segmentation Mask In Bird-eye View
15 May 2020
Deep Neural Network Predicts Segmentation Mask In Bird-eye View
A group of researchers from the RWTH Aachen University has proposed a deep learning based method for transforming on-road images to semantically segmented bird-eye view (BEV) image. Semantic segmentation has…
Facebook AI Announced a New Challenge on Detecting Hateful Memes
15 May 2020
Facebook AI Announced a New Challenge on Detecting Hateful Memes
Facebook AI has announced the release of a new challenge and dataset called “Hateful Memes”. In their blog post, researchers from Facebook describe the new challenge as another one in…
Researchers Processed Over 16 Million Newspaper Pages to Create Large-scale Newspaper Dataset
12 May 2020
Researchers Processed Over 16 Million Newspaper Pages to Create Large-scale Newspaper Dataset
A group of researchers from the American Library of Congress has joined forces to create a large-scale dataset from newspaper content by analyzing over 16 million historic newspaper pages. As…
CascadePSP: Precise High-resolution Semantic Segmentation Model
10 May 2020
CascadePSP: Precise High-resolution Semantic Segmentation Model
A group of researchers from the Hong Kong University of Science and Technology and Tencent have proposed a new segmentation model that provides high-resolution semantic segmentation without the need of…
Amazon Scientists Published Free Interactive Book on Deep Learning
10 May 2020
Amazon Scientists Published Free Interactive Book on Deep Learning
A group of scientists from Amazon has published a new book on deep learning that is supposed to help students and developers learn about machine learning and deployment of machine…
Mapillary Released The World’s Largest Open Dataset for Places
7 May 2020
Mapillary Released The World’s Largest Open Dataset for Places
Mapillary has released the world’s largest and most diverse open dataset for places recognition, that contains more than 1.6 million images. The new dataset, collected by researchers from Mapillary features…
OpenAI’s Jukebox Neural Network Is Able To Generate Realistic Music
3 May 2020
OpenAI’s Jukebox Neural Network Is Able To Generate Realistic Music
OpenAI announced the release of Jukebox – a new neural network model that is able to generate realistic music of a wide variety of genres and styles. Automatic music generation…
Deep Neural Network Analyzes Table Tennis Videos And Acts as a Referee
3 May 2020
Deep Neural Network Analyzes Table Tennis Videos And Acts as a Referee
A group of researchers from OSAI (Constanta) has designed a deep neural network for real-time analysis of table-tennis videos. Their model, named TTNet is able to extract temporal and spatial…
CNN Explainer Helps Beginners Understand Convolutional Neural Networks
3 May 2020
CNN Explainer Helps Beginners Understand Convolutional Neural Networks
A new tool called CNN Explainer allows non-experts to learn how convolutional neural networks (CNNs) work and examine their structure in an interactive manner. Group of researchers has conducted a…
YOLO-v4 Is The New State-of-the-art Object Detector
29 April 2020
YOLO-v4 Is The New State-of-the-art Object Detector
Researchers have released a new updated version of the popular YOLO object detection neural network which achieves state-of-the-art results on the MS-COCO dataset, running at real-time speed of more than…
New State-of-the-art Method Produces Realistic Image Animation
29 April 2020
New State-of-the-art Method Produces Realistic Image Animation
A group of researchers from the University of Trento has proposed a new state-of-the-art method for highly-realistic image animation. The problem of image animation has gained more and more attention…
Google Has A New Way of Reducing Gender Bias in Google Translate
27 April 2020
Google Has A New Way of Reducing Gender Bias in Google Translate
Google has announced a new approach for reducing gender bias in Google Translate that can scale easily. Not so long ago, in December 2018, Google announced a new feature in…
Yoga-82: New Dataset With Complex Yoga Poses
27 April 2020
Yoga-82: New Dataset With Complex Yoga Poses
A group of researchers from Osaka University and IIT Gandhinagar have released a new dataset of diverse yoga poses for pose estimation. The limitations in terms of pose variety that…
This App Deepfakes You During Zoom and Skype Meetings
21 April 2020
This App Deepfakes You During Zoom and Skype Meetings
With millions of people being forced to stay at home to stop the spread of COVID-19 pandemic, many have found creative ways to virtually socialize. Zoom is one of the…
Adversarial Autoencoder Achieves GAN-level Results
21 April 2020
Adversarial Autoencoder Achieves GAN-level Results
A group of researchers from the Department of Computer Science at West Virginia University has built the first autoencoder model that is able to compare with the capabilities of GAN…
Footprints and Free Space Detection from a Single Color Image
19 April 2020
Footprints and Free Space Detection from a Single Color Image
A group of researchers from Niantic and University College London has proposed a new method for free space detection that can predict the geometry of both visible and occluded traversable…
Landing AI Created A Tool For Monitoring Social Distancing
19 April 2020
Landing AI Created A Tool For Monitoring Social Distancing
Andrew NG’s technology startup Landing AI, has developed an AI tool for monitoring social distancing in the workplace. As governments all around the world continue to advise on social distancing…
Deep Neural Network Learns to “See” Through Obstructions
15 April 2020
Deep Neural Network Learns to “See” Through Obstructions
A group of researchers led by Yu-Lun Liu has proposed a deep learning-based method that removes unwanted obstructions such as raindrops, fences or window reflections from short videos. Very often,…
ARCH: Method That Reconstructs 3D Clothed Humans From Images
13 April 2020
ARCH: Method That Reconstructs 3D Clothed Humans From Images
Researchers from Facebook Reality Labs and the University of Southern Carolina have developed a method that reconstructs 3D clothed humans from a single monocular video. The method, named ARCH (Animatable…