NativeScript Vue + ML = The Great MiniBar Challenge: MixoLogy
summary
A native mobile app called Mixology gets built with NativeScript-Vue and a scraped mr. Boston API of 995 mr. Boston recipes imported into Firebase for queries, plus an image pipeline: Google Cloud Vision fails to identify small bottles so a MobileNet model is retrained via TensorFlow for Poets and converted to a TF Lite quantized model (works but loses accuracy, e.g. recognitions drop to ~48%), and a playful generator uses textgenrnn generated 500 recipes with a shake-to-reveal UI; demos partially succeed.
AI-written summary · about
chapters (8)
- 0:00Introduction and context
- 4:31The minibar project premise
- 6:12Data acquisition strategy
- 11:23Scaffolding the mobile app
- 13:40Database integration
- 17:23Training custom ML models
- 24:55Generating creative content
- 28:48Conclusion and resources
related talks
44mHuman vs AI: Build a Mobile App with Vue.js, ML Kit, and NativeScript
47mBoost Your Mobile Apps with Machine Learning and NativeScript
30mBoost Your App's Emotional Intelligence w/ NativeScript, Angular & Machine Learning
21mCreate an Engaging Native Mobile App with Vue and NativeScript
32mCreate an Engaging Native Mobile App with Vue and NativeScript
44mCooking with NativeScript-Vue
25mCreate an Engaging Native Mobile App with Vue and NativeScript
43mCreate an Engaging Native Mobile App with Vue and NativeScript