Archives for January, 2021 - Page 22
OpenPose is a Real-time multiple-person detection library, and it’s the first time that any library has shown the capability of jointly detecting human body, face, and foot keypoints. Thanks to Gines Hidalgo, Zhe Cao, Tomas Simon, Shih-En Wei, Hanbyul Joo, and Yaser Sheikh for making this project successful and this library is very much dependent…
The post Guide to OpenPose for Real-time Human Pose Estimation appeared first on Analytics India Magazine.
In the wake of the Covid 19 outbreak, the number of universities and colleges using AI-based video surveillance for proctoring exams is on the rise. Proctoring technologies tap AI to verify students through 1:1 identification. It uses video and audio recordings of students taking online exams to monitor body movement or noises to flag…
The post The Pitfalls of Using AI As Exam Invigilator — And How To Avoid Them appeared first on Analytics India Magazine.
GitHub is a global platform for developers who contribute to open-source projects. Within GitHub, Python open-source community is a group of maintainers and developers who work on software packages that rely on Python language. According to a recent report by GitHub, there are 361,832 fellow developers and contributors in the community supporting 266,966 packages of…
The post Top 10 Python Packages With Most Contributors on GitHub appeared first on Analytics India Magazine.
“In 2021, language models will start to become aware of the visual world.” Ilya Sutskever, co-founder, OpenAI For many years, within the realms of AI, there has been a lot of talk about Artificial General Intelligence or AGI — building algorithms that can learn on the go and simulate human cognition. However, the elusive human…
The post Fusion Is The Future: OpenAI Co-founder Bets On Language Models In A Visual World appeared first on Analytics India Magazine.
WhatsApp’s privacy policy update has kicked up a storm recently. According to the new policy, the popular messaging app will share user data such as location, battery level, IMEI number, mobile network and related information with its parent company, Facebook. Later, WhatsApp was forced to issue a clarification saying the messages between the users will…
The post Signal App: An Inside Look Into WhatsApp’s Perfect Foil appeared first on Analytics India Magazine.
What Is A Time Series GAN?
Identifying anomalies in time series data can be daunting, thanks to the vague definition of anomalies, lack of labelled data, and highly complex temporal correlations. Currently, the machine learning method used for anomaly detection faces scalability and portability issues, resulting in false-positives. And, therein lies the problem. In a recent paper, MIT researchers proposed an…
The post What Is A Time Series GAN? appeared first on Analytics India Magazine.
Last September, Accenture committed $3billion over three years to help businesses build cloud-first infrastructure to accelerate their digital transformation. Further, the company has started a new multi-service division, Accenture Cloud First, to bring the ‘cloud power under one roof’. Accenture is not the only company endorsing a cloud-first strategy. Though the concept of cloud-first has…
The post Cloud-First Strategy: What’s All The Fuss About? appeared first on Analytics India Magazine.
Impersonator++ is a human motion imitation library with state-of-the-art image synthesis within a unified framework, which means if the model once trained it can be used to handle all these tasks. Previous methods use 2D human pose key points to estimate the body structure, but Impersonator++ uses a 3D body Mesh recovery module to extricate…
The post Hands-on Guide to Impersonator++: Motion Imitation Library appeared first on Analytics India Magazine.
Researchers at Microsoft Dynamics 365 AI and Microsoft Research have introduced a new BERT model architecture known as DeBERTa or Decoding-enhanced BERT with dis-entangled attention. The new model is claimed to improve the performance of Google’s BERT and Facebook’s RoBERTa models. A single 1.5B DeBERTa model outperformed T5 with 11 billion parameters on the SuperGLUE…
The post Microsoft’s New BERT Model Surpasses Human Performance on SuperGLUE Benchmark appeared first on Analytics India Magazine.
Digitalisation was already at the heart of most companies’ modus operandi. But COVID-19 breakout has moved the goal post to such an extent that digital adoption has become the raison d’etre for every forward-looking company. You either go digital or risk being a dinosaur. The choice couldn’t be clearer. Noida-based Appinventiv, a full-cycle software development…
The post Now, Companies Want To Go Digital As Early As Yesterday: Sudeep Srivastava, Appinventiv appeared first on Analytics India Magazine.