May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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Training dataset
The training dataset is available on GitHub, along with the installation instructions and explanations. The dataset contains the photo shown previously for the food-processing conveyor belt example.
The class A directory contains the acceptable level images of a production line that is producing acceptable levels of products. The class B directory contains the alert-level images of a production line that is producing unacceptable levels of products.
The number of images of the dataset is limited because of the following:
- For the purpose of training this limited industrial model, the images produced good results
- The training-testing phase runs faster to study the program
The goal of the model is to detect the alert levels ...
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I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.