Day 44: It’s time for rapid iteration! Working with... Xcode, Guess My Handstand, App Design.
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Discussion:

• Now that I have a much better codebase to work from, it is enabling me to iterate faster on the core design and features.

• The main priority is to improve the performance of the predictions so that it’s getting it correct every time.

Progress Update:

• Changed the confidence threshold for the pose predictions from 60% to 35% so now I can see the feedback of all the low confidence predictions as well.

• Realised if I am to design a prediction smoothing and logic system, I will need to continue to include many different pose classes to be trained into the model - which means maintaining correct volumes of training data for each class as opposed to throwing everything into an “Other” class and just keeping handstands as the primary.

  • I will experiment with this now to see how it works.

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