This repository contains the code and presentation for the talk "Machine Learning Inference on Mobile Devices" given at Deep Learning in Production Meetup, Cambridge.
- MNIST Classification App:
https://www.raywenderlich.com/188-beginning-machine-learning-with-keras-core-ml
- Turicreate-CoreML:
https://apple.github.io/turicreate/docs/userguide/image_classifier/
- TensorFlow-to-CoreML:
https://machinethink.net/blog/mobilenet-ssdlite-coreml/
https://www.youtube.com/watch?v=0MGpyYovUwM
Machine Learning Inference on Mobile Phones [Basic] - 35:30
Machine Learning Inference on Mobile Phones [Advanced] - 1:26:24
Deep Learning for NLP - 1:54:28