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Update Intro_to_CV.ipynb
bolded some sections in 1.1
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2023/SP23/intro-cv-series/workshop-1/Intro_to_CV.ipynb

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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"What is Computer Vision? \n",
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"### What is Computer Vision?\n",
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"\n",
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"Computer Vision is a subfield of AI that focuses on computers deriving and understanding information based on visual data - images, videos, etc. The applications are numerous including but not limited to autonomous vehicles, facial recognition, and medical imaging. "
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Terminology \n",
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"### Terminology\n",
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"\n",
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"Before diving into Computer Vision, we have to understand the terminology relevant to AI. Often times, we hear these words being tossed around, and even used interchangeably: Artificial Intellignece, Machine Learning, Deep Learning, Neural Networks, etc. What do they mean and what's their relationship with each other? \n",
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"cell_type": "markdown",
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"source": [
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"### General Machine Learning\n",
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"\n",
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"Now that we're clear o the terminology, let's talk about the default method to mimic human intelligence, Machine Learning. In doing so, you will see why neural networks and deep learning exist - and their necessity in Computer Vision. We'll be using the MNIST dataset to demostrate ML. "
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