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diff --git a/posts/2020-01-16-Image-Classifier-Using-Turicreate/index.html b/posts/2020-01-16-Image-Classifier-Using-Turicreate/index.html index 69f606d..b2376f0 100644 --- a/posts/2020-01-16-Image-Classifier-Using-Turicreate/index.html +++ b/posts/2020-01-16-Image-Classifier-Using-Turicreate/index.html @@ -1,4 +1,4 @@ -<!DOCTYPE html><html lang="en"><head><meta charset="UTF-8"/><meta name="og:site_name" content="Navan Chauhan"/><link rel="canonical" href="https://navanchauhan.github.io/posts/2020-01-16-Image-Classifier-Using-Turicreate"/><meta name="twitter:url" content="https://navanchauhan.github.io/posts/2020-01-16-Image-Classifier-Using-Turicreate"/><meta name="og:url" content="https://navanchauhan.github.io/posts/2020-01-16-Image-Classifier-Using-Turicreate"/><title>Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire | Navan Chauhan</title><meta name="twitter:title" content="Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire | Navan Chauhan"/><meta name="og:title" content="Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire | Navan Chauhan"/><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"/><meta name="twitter:card" content="summary"/><link rel="stylesheet" href="/styles.css" type="text/css"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><link rel="shortcut icon" href="/images/favicon.png" type="image/png"/><link rel="alternate" href="/feed.rss" type="application/rss+xml" title="Subscribe to Navan Chauhan"/><meta name="twitter:image" content="https://navanchauhan.github.io/images/logo.png"/><meta name="og:image" content="https://navanchauhan.github.io/images/logo.png"/></head><head><script>var _paq=window._paq=window._paq||[];_paq.push(["trackPageView"]),_paq.push(["enableLinkTracking"]),function(){_paq.push(["setTrackerUrl","https://navanchauhan.matomo.cloud/matomo.php"]),_paq.push(["setSiteId","1"]);var a=document,t=a.createElement("script"),e=a.getElementsByTagName("script")[0];t.type="text/javascript",t.async=!0,t.src="//cdn.matomo.cloud/navanchauhan.matomo.cloud/matomo.js",e.parentNode.insertBefore(t,e)}();</script></head><body class="item-page"><header><div class="wrapper"><a class="site-name" href="/">Navan Chauhan</a><nav><ul><li><a href="/about">About Me</a></li><li><a class="selected" href="/posts">Posts</a></li><li><a href="/publications">Publications</a></li><li><a href="/assets/résumé.pdf">Résumé</a></li><li><a href="https://navanchauhan.github.io/repo">Repo</a></li></ul></nav></div></header><div class="wrapper"><article><div class="content"><span class="reading-time">6 minute read</span><span class="reading-time">Created on January 16, 2020</span><span class="reading-time">Last modified on June 1, 2020</span><h1>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 href="/posts/2020-01-15-Setting-up-Kaggle-to-use-with-Colab/"> my previous post</a></em></p><h2>Dataset</h2><h3>Mounting Google Drive</h3><pre><code><div class="highlight"><span></span><span class="kn">import</span> <span class="nn">os</span> +<!DOCTYPE html><html lang="en"><head><meta charset="UTF-8"/><meta name="og:site_name" content="Navan Chauhan"/><link rel="canonical" href="https://navanchauhan.github.io/posts/2020-01-16-Image-Classifier-Using-Turicreate"/><meta name="twitter:url" content="https://navanchauhan.github.io/posts/2020-01-16-Image-Classifier-Using-Turicreate"/><meta name="og:url" content="https://navanchauhan.github.io/posts/2020-01-16-Image-Classifier-Using-Turicreate"/><title>Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire | Navan Chauhan</title><meta name="twitter:title" content="Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire | Navan Chauhan"/><meta name="og:title" content="Creating a Custom Image Classifier using Turicreate to detect Smoke and Fire | Navan Chauhan"/><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"/><meta name="twitter:card" content="summary"/><link rel="stylesheet" href="/styles.css" type="text/css"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><link rel="shortcut icon" href="/images/favicon.png" type="image/png"/><link rel="alternate" href="/feed.rss" type="application/rss+xml" title="Subscribe to Navan Chauhan"/><meta name="twitter:image" content="https://navanchauhan.github.io/images/logo.png"/><meta name="og:image" content="https://navanchauhan.github.io/images/logo.png"/></head><head><script>var _paq=window._paq=window._paq||[];_paq.push(["trackPageView"]),_paq.push(["enableLinkTracking"]),function(){_paq.push(["setTrackerUrl","https://navanchauhan.matomo.cloud/matomo.php"]),_paq.push(["setSiteId","1"]);var a=document,t=a.createElement("script"),e=a.getElementsByTagName("script")[0];t.type="text/javascript",t.async=!0,t.src="//cdn.matomo.cloud/navanchauhan.matomo.cloud/matomo.js",e.parentNode.insertBefore(t,e)}();</script></head><head><script src="https://www.googletagmanager.com/gtag/js?id=UA-108635191-1v"></script><script>window.dataLayer = window.dataLayer || [];function gtag(){dataLayer.push(arguments);}gtag('js', new Date());gtag('config', 'UA-108635191-1');</script></head><body class="item-page"><header><div class="wrapper"><a class="site-name" href="/">Navan Chauhan</a><nav><ul><li><a href="/about">About Me</a></li><li><a class="selected" href="/posts">Posts</a></li><li><a href="/publications">Publications</a></li><li><a href="/assets/résumé.pdf">Résumé</a></li><li><a href="https://navanchauhan.github.io/repo">Repo</a></li></ul></nav></div></header><div class="wrapper"><article><div class="content"><span class="reading-time">6 minute read</span><span class="reading-time">Created on January 16, 2020</span><span class="reading-time">Last modified on June 1, 2020</span><h1>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 href="/posts/2020-01-15-Setting-up-Kaggle-to-use-with-Colab/"> my previous post</a></em></p><h2>Dataset</h2><h3>Mounting Google Drive</h3><pre><code><div class="highlight"><span></span><span class="kn">import</span> <span class="nn">os</span> <span class="kn">from</span> <span class="nn">google.colab</span> <span class="kn">import</span> <span class="n">drive</span> <span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">'/content/drive'</span><span class="p">)</span> </div></code></pre><h3>Downloading Dataset from Kaggle</h3><pre><code><div class="highlight"><span></span><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> |