Neural networks on your phone

Slides for technical lightning talk on neural networks running on portable devices.

Transcript

1. Artificial Intelligence
2. Companies doing AI
3. [the AI revolution is] no longer a matter of if, but when. — Tech Crunch 1 1 https://techcrunch.com/2016/07/18/why-the-top-5-tech-companies-are-dead-set-on-ai/
4. Neural networks
6. Neural networks on your phone
7. Snapchat Forevery Prisma
9. https://intune.com
11. BrainCore https://github.com/aleph7/BrainCore
12. InfiniteMonkeys https://github.com/craigomac/InfiniteMonkeys
14. Training a network Keras: https://github.com/fchollet/keras 2 2 https://github.com/fchollet/keras/blob/master/examples/lstm_text_generation.py
15. func loadNetFromFile(path: String) -> Net { guard let file = File.open(path, mode: .ReadOnly) else { fatalError("File not found '\(path)'") } let lstm_1 = try! loadLSTMLayerFromFile(file, name: "lstm_1") let lstm_2 = try! loadLSTMLayerFromFile(file, name: "lstm_2") let denseLayer = loadDenseLayerFromFile(file) return Net.build { self.dataLayer => lstm_1 => lstm_2 => denseLayer => self.sinkLayer } }
16. let evaluator = try Evaluator(net: net, device: self.device) // Run while running { evaluator.evaluate { snapshot in let char = sinkOutput() display(string: char) dataLayer.data = self.inputFromChar(char).elements } }
17. Alejandro Isaza https://github.com/aleph7