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Foundations of Computer Vision

Hacker News

Fortunately, the deep learning revolution in 2012 made the foundations of the field more solid, providing tools to build working implementations of many of the original ideas that were introduced in the field since it began. Pitman, 2012. [2] Szeliski, Computer vision algorithms and applications., Springer, New York, 2012.

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Netflix never used its $1M algorithm (2012)

Hacker News

Netflix was founded in the US in 1997, starting initially as a DVD-rental delivery service before finally morphing into more of a VoD streaming service. Today, it serves the US and Canada, Latin America, the Caribbean, and, as of January th

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Pascal VOC

Dataconomy

Researchers have extensively utilized this dataset to develop and refine algorithms capable of recognizing and classifying objects within visual inputs. Challenging object classification: Objects are evaluated based on their complexity in recognition, helping researchers focus on improving detection algorithms.

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Amazon Bedrock Guardrails announces IAM Policy-based enforcement to deliver safe AI interactions

AWS Machine Learning Blog

Guardrails currently supports six types of policies: Content filters Configurable thresholds across six harmful categories: hate, insults, sexual, violence, misconduct, and prompt injections Denied topics Definition of specific topics to be avoided in the context of an application Sensitive information filters Detection and removal of personally (..)

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PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans

Flipboard

The model is trained on abdominal scans from Far Eastern Memorial Hospital (January 2012–December 2021) and evaluated using a simulated test set (14,039 scans) and a prospective test set (6351 scans) collected from the same center between December 2022 and May 2023.

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Data scientist

Dataconomy

The Harvard Business Review later recognized it as one of the “sexiest jobs of the 21st century” in 2012, signaling an increased recognition of the value of data expertise in the corporate landscape. Data mining: Employing advanced algorithms to extract relevant information from large datasets.

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Can AI Save Movie Theaters?

ODSC - Open Data Science

Advanced sensors capture data and provide detailed information about equipment operating conditions, while machine learning algorithms synthesize historical patterns to determine when cinematic infrastructure requiresrepairs. Some theaters rely on AI to adjust ticket prices depending on demand, time of day, and location.

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