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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., Forsyth, J.

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Fine-tune multimodal models for vision and text use cases on Amazon SageMaker JumpStart

AWS Machine Learning Blog

of persons present’ for the sustainability committee meeting held on 5th April, 2012? Xin Huang is a Senior Applied Scientist for Amazon SageMaker JumpStart and Amazon SageMaker built-in algorithms. He focuses on developing scalable machine learning algorithms. WASHINGTON, D. 20036 1128 SIXTEENTH ST., WASHINGTON, D.

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

Flipboard

We developed and validated a deep learning model designed to identify pneumoperitoneum in computed tomography images. Delays or misdiagnoses in detecting pneumoperitoneum can significantly increase mortality and morbidity. CT scans are routinely used to diagnose pneumoperitoneum.

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Deep Learning’s Diminishing Returns

Hacker News

Deep learning is now being used to translate between languages, predict how proteins fold , analyze medical scans , and play games as complex as Go , to name just a few applications of a technique that is now becoming pervasive. Although deep learning's rise to fame is relatively recent, its origins are not.

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From Rulesets to Transformers: A Journey Through the Evolution of SOTA in NLP

Mlearning.ai

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. NLP algorithms help computers understand, interpret, and generate natural language.

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16 Companies Leading the Way in AI and Data Science

ODSC - Open Data Science

Improving Operations and Infrastructure Taipy The inspiration for this open-source software for Python developers was the frustration felt by those who were trying, and struggling, to bring AI algorithms to end-users. Cloudera For Cloudera, it’s all about machine learning optimization.

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How artificial intelligence went from science fiction to science itself?

Dataconomy

Aristotle’s ideas on logic and rationality have influenced the development of algorithms and reasoning systems in modern AI, creating the foundation of the timeline of artificial intelligence. Another significant milestone came in 2012 when Google X’s AI successfully identified cats in videos using over 16,000 processors.