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Domain: mcottondesign3.appspot.com Added: 2025-08-13 Status: βœ“ Success
mcottondesign3.appspot.com
Going Big by Going Small I am winding down the first phase of a customer pilot and wanted to celebrate a little before getting wrapped up in phase two. This project needs some AI which is really data ...
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Curating Datasets is the New Programming
http://mcottondesign3.appspot.com/post/ahRzfm1jb3R0b25kZXNpZ24zLWhyZHIRCxIEQmxvZxiAgID0qf6MCQw
Curating Datasets is the New Programming Machine learning has changed how I approach new programming tasks. I am going to be working through an exampl...
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An Introduction to Micro-Models for Labeling Images and Videos
https://encord.com/blog/introduction-to-micro-models/
Contents Micro-Models: Origin Story What are micro-models exactly? Added Benefits to using Micro-models in computer vision projects Data-oriented Prog...
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Extract-0: A specialized language model for document information extraction
https://news.ycombinator.com/item?id=45427634
> the generation of 281,128 augmented examples, from which 1,000 were held out as a benchmark test set. This model is trained on a custom dataset of 2...
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The Bitter Lesson is Misunderstood
https://obviouslywrong.substack.com/p/the-bitter-lesson-is-misunderstood
The Bitter Lesson is Misunderstood Together, the Bitter Lesson and Scaling Laws reveal that the god of Compute we worship is yoked to an even greater ...
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A Recipe for Training Neural Networks
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A Recipe for Training Neural Networks Some few weeks ago I posted a tweet on β€œthe most common neural net mistakes”, listing a few common gotchas relat...
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Explaining machine learning pitfalls to managers
https://gudok.xyz/mlp/
No dataset pitfall Machine learning is not about solving some random problem that looks commercially appealing. It is all about finding a problem for ...
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Detecting an open garage door with Machine Learning, Computer Vision, and Eagle Eye
http://mcottondesign3.appspot.com/post/ahRzfm1jb3R0b25kZXNpZ24zLWhyZHIRCxIEQmxvZxiAgIC0u4-OCQw
Detecting an open garage door with Machine Learning, Computer Vision, and Eagle Eye Introduction I wanted to know if the garage door is left open. Thi...
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Are GPUs Worth It for ML? (exafunction.com)
https://news.ycombinator.com/item?id=32641769
For some reason they focus on the inference, which is the computationally cheap part. If you're working on ML (as opposed to deploying someone else's ...
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A Refined Training Recipe for Fine-Grained Visual Classification
https://towardsdatascience.com/a-refined-training-recipe-for-fine-grained-visual-classification/
1. The problem: We needed a system that could identify specific car models, not just β€œthis is a BMW,” but which BMW model and year. And it needed to r...
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Building with Humility
https://www.matroid.com/building-with-humility/
Building with Humility John Goddard | July 31st, 2025 How a product can get it right when machine learning gets it wrong Introduction Silicon Valley i...
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