klotz: machine learning*

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"Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.

https://en.wikipedia.org/wiki/Machine_learning

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  1. The article is about the winners of the OpenCV AI Competition 2023, which was held with the support of Khadas and Seeed Studio. The competition had three categories: Ranked Prize, Finalis
    t, and Popular Vote - Finalist.

    In the Ranked Prize category, the first place was awarded a Grand Prize Winner Sponsored by KHADAS ($7,472 value), the second place was awarded a 1st Runner-up ($5,472 value), and the thir
    d place was awarded a 2nd Runner-up ($4,472 value). The winners in this category were:

    * First Place: B-AROL-O - A Four-legged Robot Ensuring Intelligent Sprinkler Automation
    * Second Place: OpenCV for Exoplanet Detection
    * Third Place: IC4U - Robot Guide Dog for Visually Impaired People
  2. There's no intelligence in current AI systems, but apparently we think there is, and then get surprised when it gives wrong answers. Why is this, and what will happen when we get real intelligent systems?

    This talk gives an introduction to AI as we currently know it, examines how we interact with it, and envisions the consequences of real AI emerging.
  3. LLMS popularized zero-shot learning, or "prompt engineering" which is drastically easier to use and more effective than labeling data. You can also retrofit "prompt engineering" onto good old fashion ML like text classifiers.
    2023-12-08 Tags: , , by klotz
  4. Tokay Lite – A battery-powered no-code AI camera based on ESP32-S3 WiSoC (Crowdfunding)
    Maxlab’s Tokay Lite is an OHSWA-certified AI camera based on ESP32-S3 WiFI and Bluetooth SoC that can be used for computer vision (e.g. facial recognition & detection) and robotics applications without the need to know programming languages since a web interface is used for configuration.
  5. How to use BigQuery GENERATE_TEXT remote function
    2023-12-02 Tags: , , , by klotz
  6. Delving into transformer networks
  7. With deep learning, the ROI for having clean and high quality data is immense, and this is realized in every phase of training. For context, the era right before BERT in the text classification world was one where you wanted an abundance of data, even at the expense of quality. It was more important to have representation via examples than for the examples to be perfect. This is because many Al systems did not use pre-trained embeddings (or they weren't any good, anyway) that could be leveraged by a model to apply practical generalizability. In 2018, BERT was a breakthrough for down-stream text tasks,
    2023-11-11 Tags: , , , , by klotz

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