/tags/machine-learning/ Recent content in Machine-Learning on Werk Space Hugo en Thu, 06 Aug 2026 14:39:17 +0000 /docs/tutorials/ml-classifier/ Wed, 01 Jun 2022 00:00:00 +0000 /docs/tutorials/ml-classifier/ <p>This simple classifier is an example of a supervised learning model. This means that it learns from a set of labeled images in order to make predictions on new unlabeled images.</p> <p>The objective of this tutorial is to build a simple image classifier that pulls a rank number of 1, 2, or 3 from a hand sign in a photo. Every step will be covered, including creation of the set of images for learning.</p> /docs/tutorials/ml-classifier/make-dataset/ Thu, 02 Jun 2022 00:00:00 +0000 /docs/tutorials/ml-classifier/make-dataset/ <p>Making the image dataset is tedious but important. High quality datasets are essential for building a highly performant models. For this tutorial we will use 500 hand sign image files. One hundred for each of rank 1, 2, 3, 4, and 5. Additionally, you will need 100 or more images that are not ranked.</p> <figure class="card rounded p-2 td-post-card mb-4 mt-4" style="max-width: 410px"> <img class="card-img-top" src="/docs/tutorials/ml-classifier/make-dataset/handsigns_hu_90072c6cd23bed5e.png" width="400" height="136"> <figcaption class="card-body px-0 pt-2 pb-0"> <p class="card-text"> Example handsigns for 1, 2, and 3. </p>