May 2020
Beginner to intermediate
430 pages
10h 39m
English
Content preview from Mastering Computer Vision with TensorFlow 2.x
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Collecting and formatting images as .jpg files
This section describes how to process the image so that it has a common format and size. The steps are listed here:
- Understand how many classes you are going to work with and ensure your images have an equal distribution of classes. This means that, for example, if we have two classes to work with (burger and french fries), the images should consist of approximately a third of the spread as burgers, a third as french fries, and a third that is a mix of two. It is not okay just to have an image of a burger and an image of french fries without including an image of a combination.
- Make sure the image includes different orientations. For an image that has even shapes, such as circular shapes for ...
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