Deep Learning

Adobe Research Proposes HDMatt, A Deep Learning-Based Image Matting Approach

Adobe
Image matting is an essential technique to estimate the foreground objects in images and videos for editing and composition. The conventional deep learning approach...

Oracle Open-Sources Tribuo, A Machine Learning Library in Java

AI Shorts
Oracle open-sources Tribuo to fill the gap for enterprise applications focused on machine learning in Java. Committed to deploying machine learning models to large-scale...

Facebook AI Releases KILT, A New Benchmark For Knowledge-Intensive NLP Tasks

AI Paper Summary
AI researchers have made significant advancements in building models that can generate text that mimic the natural language. State-of-the-art technology performs so well that...

Google Introduces RigL Algorithm For Training Sparse Neural Networks

AI Paper Summary
Most of the AI models these days are based on Artificial Neural Networks. These neural networks consist of a system of Artificial Neurons linked...

SUPERNOVA: A Deep Learning Based Image/Video Quality Enhancement Platform

AI Paper Summary
Both demand and accessibility for image and video media services is increasing day-by-day. Several IPTV/OTT based media services are becoming available through the internet....

Ouva’s Hospital Intelligence Platform Uses NVIDIA Clara Guardian Framework to Monitor Patients in a Contact Free Environment

AI Shorts
Do you remember being lost in the hospitals after someone gave you directions, and you got confused? Well, the implementation of AI has taken...

TensorFlow Open Sources An End-To-End Solution For TFLite On-Device Recommendation

AI Shorts
TensorFlow open-sources an end-to-end solution for on-device recommendation tasks to provide personalized and high-quality recommendations with minimal delay while preserving users’ privacy. Developers build on-device models...

tsBNgen, a Python Library to Generate Synthetic Data From an Arbitrary Bayesian Network.

AI Paper Summary
When we think of machine learning, the first step is to acquire and train a large dataset. However, many times the data isn’t available...

Microsoft releases a new version of DeepSpeed tool to enable the creation of deep learning models with a trillion parameters

AI Shorts
DeepSpeed, Microsoft’s deep learning optimization library, makes distributed training easy, effective, and efficient. It’s an essential part of Microsoft’s initiative, AI at Scale, to enable...

Tired Of Tedious Pre-Processing Tasks? Try TensorFlow Lite Task Library!

AI Shorts
Every developer loves TensorFlow and even more when you can implement it directly on Android. But we have to do a lot before that,...

Facebook AI open-sources Opacus, a new high-speed library for training PyTorch models with differential privacy (DP)

AI Shorts
With the growing interest in machine learning (ML), the use of differential privacy is trending in analytics. It's a mathematical rigorous framework for quantifying...

Hypatos, deep learning based document processing startup, raises $11.8M

AI Shorts
Hypatos, a Germany and Poland based automation startup, raised around $11.8 million in a seed funding round. Many companies like Blackfin Tech, UVC Partners,...
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