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Chapter 12 - Not Hotdog on iOS with Core ML and Create ML

Note: All images in this directory, unless specified otherwise, are licensed under CC BY-NC 4.0.

Figure List

Figure number Description
12-1 Jian-Yang being interviewed by Bloomberg News after Periscope acquires his “Not Hotdog” technology (image source: From HBO’s Silicon Valley)
12-2 The Not Hotdog app in action (image source: Apple App Store listing for the Not Hotdog app)
12-3 Bing Search results for "hot dog"
12-4 Selecting images through the Fatkun extension
12-5 Define a new project on CustomVision.ai
12-6 Uploading images on the CustomVision.ai dashboard. Note that the tags have been populated as Hotdog and Not Hotdog
12-7 Options for training type
12-8 Precision, Recall, and Average Precision of the newly trained model
12-9 The model exporter options in CustomVision.ai
12-10 Choosing a template for a new project
12-11 Train and test data in separate directories
12-12 Training interface in Create ML
12-13 Create ML screen that opens after loading train and test data
12-14 The Create ML screen after training completes
12-15 The model inspector UI within Xcode
12-16 Loading the .mlmodel into Xcode
12-17 Our app identifying the hot dog