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Diffstat (limited to 'docs/posts/2020-01-16-Image-Classifier-Using-Turicreate.html')
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diff --git a/docs/posts/2020-01-16-Image-Classifier-Using-Turicreate.html b/docs/posts/2020-01-16-Image-Classifier-Using-Turicreate.html index 4702325..c81a687 100644 --- a/docs/posts/2020-01-16-Image-Classifier-Using-Turicreate.html +++ b/docs/posts/2020-01-16-Image-Classifier-Using-Turicreate.html @@ -6,13 +6,13 @@ <link rel="stylesheet" href="/assets/main.css" /> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> - <title>Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire</title> + <title>id="creating-a-custom-image-classifier-using-turicreate-to-detect-smoke-and-fire">Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire</title> <meta name="og:site_name" content="Navan Chauhan" /> <link rel="canonical" href="https://web.navan.dev/posts/2020-01-16-Image-Classifier-Using-Turicreate.html" /> <meta name="twitter:url" content="https://web.navan.dev/posts/2020-01-16-Image-Classifier-Using-Turicreate.html /> <meta name="og:url" content="https://web.navan.dev/posts/2020-01-16-Image-Classifier-Using-Turicreate.html" /> - <meta name="twitter:title" content="Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire" /> - <meta name="og:title" content="Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire" /> + <meta name="twitter:title" content="id="creating-a-custom-image-classifier-using-turicreate-to-detect-smoke-and-fire">Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire" /> + <meta name="og:title" content="id="creating-a-custom-image-classifier-using-turicreate-to-detect-smoke-and-fire">Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire" /> <meta name="description" content="Tutorial on creating a custom Image Classifier using Turicreate and a dataset from Kaggle" /> <meta name="twitter:description" content="Tutorial on creating a custom Image Classifier using Turicreate and a dataset from Kaggle" /> <meta name="og:description" content="Tutorial on creating a custom Image Classifier using Turicreate and a dataset from Kaggle" /> @@ -44,13 +44,13 @@ <main> - <h1>Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire</h1> + <h1 id="creating-a-custom-image-classifier-using-turicreate-to-detect-smoke-and-fire">Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire</h1> <p><em>For setting up Kaggle with Google Colab, please refer to <a rel="noopener" target="_blank" href="/posts/2020-01-15-Setting-up-Kaggle-to-use-with-Colab"> my previous post</a></em></p> -<h2>Dataset</h2> +<h2 id="dataset">Dataset</h2> -<h3>Mounting Google Drive</h3> +<h3 id="mounting-google-drive">Mounting Google Drive</h3> <div class="codehilite"> <pre><span></span><code><span class="kn">import</span> <span class="nn">os</span> @@ -59,7 +59,7 @@ </code></pre> </div> -<h3>Downloading Dataset from Kaggle</h3> +<h3 id="downloading-dataset-from-kaggle">Downloading Dataset from Kaggle</h3> <div class="codehilite"> <pre><span></span><code><span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s1">'KAGGLE_CONFIG_DIR'</span><span class="p">]</span> <span class="o">=</span> <span class="s2">"/content/drive/My Drive/"</span> @@ -68,7 +68,7 @@ </code></pre> </div> -<h2>Pre-Processing</h2> +<h2 id="pre-processing">Pre-Processing</h2> <div class="codehilite"> <pre><span></span><code><span class="nt">!mkdir</span><span class="na"> default smoke fire</span> @@ -154,9 +154,9 @@ </code></pre> </div> -<h2>Making the Image Classifier</h2> +<h2 id="making-the-image-classifier">Making the Image Classifier</h2> -<h3>Making an SFrame</h3> +<h3 id="making-an-sframe">Making an SFrame</h3> <div class="codehilite"> <pre><span></span><code><span class="nt">!pip</span><span class="na"> install turicreate</span> @@ -219,7 +219,7 @@ </code></pre> </div> -<h3>Making the Model</h3> +<h3 id="making-the-model">Making the Model</h3> <div class="codehilite"> <pre><span></span><code><span class="kn">import</span> <span class="nn">turicreate</span> <span class="k">as</span> <span class="nn">tc</span> |