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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 […]

Development Technology

Visualize your Object Detection Models with Jacques Verré

Visualize your Object Detection Models with Jacques Verré Join Jacques Verré, Head of Product at Comet, in this insightful video as he demonstrates how to effectively visualize and debug your YOLOv5 object detection models using the Comet platform. Whether you’re a seasoned developer or just getting started with computer vision, this tutorial will enhance your […]

Development Technology

Combining Machine Learning and MLflow with your Lakehouse. Data Brew | Season 1 Episode 5

Quby aims to “outsmart energy” – making the world easier, more comfortable and more sustainable. They collect a huge amount of IoT sensor data and have recently moved from batch to real-time streaming processes for data collection and machine learning. Denny and Brooke talk with Ellissa Verseput, ML Engineer at Quby to discuss how Quby […]