April 2020
Intermediate to advanced
438 pages
12h 2m
English
Content preview from Python Image Processing Cookbook
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How it works...
If you run the preceding code snippets and plot how the accuracy and loss changes for the training and validation image dataset over the number of epochs, you will get an output as shown in the following screenshot:
This time, 45 test images (out of 300 images) were classified wrongly (that is, the predicted label ≠ ground-truth label) by the fine-tuning model; a few of them are shown in the following screenshot. The prediction accuracy was increased:
Only the weights of the convolutional layers were loaded for the pretrained ...
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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.