The Future of JavaScript is A.I.
summary
A set of live demos shows JavaScript actually doing AI not just promising it: a Slack bot that detects faces and maps emotion scores 0–1 to emoji using a face API, clientside image recognition with TensorFlow.js and a MobileNet model, calls to the Azure Computer Vision API that sometimes mislabel famous photos, and a GAN image-to-image model trained elsewhere then exported and streamed into the browser as a ~15 megabytes generator. The claim is runnable code via npm install @tensorflow/tfjs or simple API calls and most demos work end to end.
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chapters (11)
- 0:00Start
- 0:21The Future of Machine Learning and the Javascript
- 6:44Detecting Facial Features
- 12:29Back Propagation
- 13:43Facial Feature Recognition
- 14:13Face Api
- 15:03Key Takeaway Neural Networks
- 17:36Tensorflow
- 19:33Load Pre-Trained Models
- 21:23Azure Computer Vision Api
- 26:01Generative Adversarial Neural Network
