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Development Technology

ECCV 2020 WSL tutorial: 2. Weakly supervised object detection

This talk focuses on weakly supervised object detection, which aims to learn to predict bounding boxes from only image-level labels. The talk provides insights from 50+ papers in the literature; provides a common framework for weakly supervised object detection methods; finally discusses the recent state-of-the-art papers. More videos from the same ECCV tutorial: Tutorial website: […]

Development Technology

AI/ML+Physics: Recap and Summary [Physics Informed Machine Learning]

This video provides a brief recap of this introductory series on Physics Informed Machine Learning. We revisit the five stages of machine learning, and how physics may be incorporated into these stages. We also discuss architectures, symmetries, the digital twin, applications in engineering, and the importance of dynamical systems and controls benchmarks. This video was produced at […]

Development Technology

How to Train EfficientDet in TensorFlow 2 Object Detection

✅ Subscribe: https://bit.ly/rf-yt-sub We train an EfficientDet model in TensorFlow 2 to detect custom objects (blood cells), including setting up a TensorFlow 2 training environment, loading and converting our dataset to create TFRecord files, and configuring our EffecientDet-b0 training job. Finally, we use our newly minted custom detector to infer on test images that it […]

Development Technology

How to debug machine learning models, from Apple to startup-Gabriel Bayomi-theDataScientistShow#055

Gabriel Bayomi is the Co-Founder at OpenLayer, a tool that tests & debugs machine learning models. OpenLayer was in the YCombinator’s batch in 2021, building tools for machine learning model testing. Previously he was a machine learning engineer at Apple working on Siri. He has a master degree in computer science from Carnegie Mellon. He […]

Development Technology

[Hands On] Make a smart camera using a pre-trained Tensorflow.js ML Model

This is the hands on part during the Pie & AI event “Intro to ML & Tensorflow” on 29th August 2021 presented by Vincent Kok, Tensorflow.js community advocate and STEM AI Robotics Specialist. Make a smart webcam in JavaScript with a TensorFlow.js pre-trained Machine Learning model: https://codelabs.developers.google.com/codelabs/tensorflowjs-object-detection#0 source

Development Technology

VulnerabilityGPT: Cybersecurity in the Age of LLM and AI

Presenter: Matthew Toussain Follow Matt: https://twitter.com/0sm0s1z Related Course: www.sans.org/sec460 With the rapid development of large language models (LLM) and generative AI, the landscape of cybersecurity has experienced a paradigm shift. In this one-hour webcast, we will delve into the emerging information security risks and opportunities associated with LLM and cyber deception operations. As these technologies […]