~/talks

Charlie Gerard

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Exploring alternative interactions in JavaScriptWeb AI Summit 20252025-10-17
Live demos show JavaScript hooking browser sensors to real models: webcam via getUserMedia into TensorFlow.js (PoseNet-powered Beat Saber clone that runs hard…
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Motion Control With Multimodal LLMsJSNation 20252025-06-12
What if you could use multimodal LLMs to interact with websites or IoT devices using motion control? As advancements in multimodal AI offer new opportunities…
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Building hacking tools in JavaScriptJSHeroes 20242024-05-23
Rebuilds a classic wireless-hacking tool in client-side JavaScript using HackRF One and the WebUSB API, receives and records raw IQ samples from 433.92 MHz…
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Exploring Alternative Interactions in JavaScriptbeyond tellerrand Berlin 20232023-09-11
Prototypes show concrete inputs and code: webcam models use TensorFlow.js and face-api.js for facial labels, FaceMesh and pose for games (Beat Saber clone…
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Reaching for the sky with JavaScriptJSHeroes 20232023-05-18
Claims a pure front-end flight tracker that connects a USB dongle to the browser and decodes live ADS‑B streams; uses the WebUSB API to talk to a…
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JSConf Chile Day 1JSConf Chile 20232023-02-03
Benchmarks compare binary formats (MessagePack, Protocol Buffers, Avro) showing much smaller payloads than JSON and differing strengths for RPC: Protocol…
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Simple JStures can go a long wayNordic.js 20222022-10-06
Live gesture recognition works end-to-end: an Arduino Nano 33 BLE Sense streams accelerometer and gyroscope arrays to the browser, a tiny TensorFlow.js model…
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The Jamstack can do that?!TheJam.dev 20222022-01-26
Shows concrete demos and constraints: a real‑time multiuser demo that syncs a moving square across browsers using a Croquet session with API key and works…
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Hands-free Coding with Gaze Control in JavaScriptCascadiaJS 20212021-11-03
Prototype uses a webcam and tensorflow.js gaze estimation plus an electron + robot.js bridge to emit keystrokes into an editor. The author packages the gaze…
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JetBrains JavaScript Day 2021JetBrains JavaScript Day 20212021-10-14
Pick talks by what you want to learn next: a live TensorFlow.js gaze demo that uses face‑landmarks, an Electron UI and robot.js to send keystrokes (works but…
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Hands-Free Coding With Gaze Control in JavaScriptJetBrains JavaScript Day 20212021-10-14
Prototype uses TensorFlow.js + face‑landmarks model to read normalized iris coordinates (threshold ~0.355) and a simple UI that halves option lists until one…
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Building Brain-controlled Interfaces in JavaScriptJSNation Live 20212021-06-09
Learn how to build brain-controlled interfaces using JavaScript and brain sensors. Understand the functions of different parts of the brain and how they relate…
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Exploring the hidden potential of sound dataHolyJS Piter 20202020-06-22
Claim: browsers can do acoustic activity recognition by turning microphone data into spectrogram images and running lightweight CNNs. Implementation uses the…
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Building Motion Controlled Websites in JavaScriptHalfStack Online May 20202020-05-22
Explains using TensorFlow.js models PoseNet, FaceMesh, HandPose with getUserMedia and a WebGL backend, calling estimateSinglePose/estimateFaces/estimateHands…
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Strike a Pose: Gesture Recognition in JS with Machine LearningJSConf Hawaiʻi 20202020-02-05
Builds a realtime gesture recognizer using Arduino + MPU6050 motion data sent over Node.js (johnny-five) into files, converts those text recordings into…
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Exploring the hidden potential of sound datadotJS 20192019-12-05
Claims that everyday microphones plus Web Audio API and TensorFlow.js can do acoustic activity recognition, not word spotting but classifying actions (cutlery…
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Weaving the web - Programming textile-based interactionsJSConf Budapest 20192019-09-26
Prototypes use conductive thread sewn to a Flora board with a Bluetooth module and Web Bluetooth in the browser, sending integer capacitive readings (threshold…
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Practical Machine Learning for Front-End DevelopersJSCamp Romania 20192019-09-23
Argument: front-end developers can train and run ML entirely in the browser using TensorFlow.js and higher‑level libs; demos include a 15 MB COCO‑SSD object…
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Strike a Pose - Gesture recognition in JavaScript w/ ML & ArduinoJSConf US 20192019-08-12
Builds a gesture recognizer that actually maps live accelerometer+gyroscope traces to actions using Johnny-five on Arduino and TensorFlow JS for modeling. Data…
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Machine learning for front-end developersJSConf.Asia 20192019-06-14
Shows concrete, working front-end ML: a live COCO-SSD + TensorFlow.js demo that classifies recyclables from a phone camera, a MobileNet + KNN transfer learning…
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Practical Machine Learning for Front End DevelopersYou Gotta Love Frontend 20192019-05-16
Shows JavaScript prototypes that actually run: an on-page object detector using Coco SSD to flag recycle bins, a head-motion “teachable keyboard” rebuilt with…
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Machine learning for front-end developersJSHeroes 20192019-04-11
Demos show concrete results: browser demos use Coco SSD for object detection and MobileNet plus transfer learning for a four-class “teachable keyboard” that…
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Mind control in JavaScript - Experimenting with alternative interactionsCold Front 20182018-11-13
Builds an open-source JavaScript framework around an Emotiv EPOC and a node add-on, with an emulator and live-data API that emits boolean events for facial…
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Look mum, no hands ! Mind control in JavaScriptDevFest Nantes 20182018-10-18
An open source JavaScript framework hooks an Emotiv EPOC (14 channels) to the browser via a node.js module with C++ SDK bindings, exposing facial expressions…
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Look mum, no hands!Nordic.js 20182018-10-06
An Emotiv EPOC headset with 14 electrodes gets hooked to a Node.js addon and an open source JavaScript framework that took about two years to assemble; it…
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Look mum, no hands! — Brain controlled JavaScriptJSConf EU 20182018-06-02
Built an open source Node.js addon that talks to an Epoch brain sensor and the Composer emulator, exposing live data for facial expressions, gyro and mental…
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Look mum, no hands!NodeConf EU 20172017-11-05
Builds an open-source JavaScript framework to read a consumer brain sensor and map facial expressions and trained mental commands to devices, using the device…
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