Mastering Stress: Real-time HRV Outlier Detection with Bi-LSTM and TensorFlow 🧠💓
Have you ever wondered why your Apple Watch suddenly pings you to "take a breath" exactly when your boss sends that "Can we hop on a quick call?" Sl…
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TensorFlow.js in the browser: why one new tensor shape cost 8-17 seconds, and how I cut a 40 s freeze
I run a photo enhancer that does super-resolution fully in the browser: TensorFlow.js on WebGL, nothing is uploaded. The first version used the upsc…
Kotlin + TensorFlow Lite for Robot Vision
Kotlin + TensorFlow Lite for Robot Vision What You Will Build By the end of this tutorial, you will have a Kotlin-based architecture for the selecte…
Can YAMNet Detect Unseen Sudden Sounds in Real Time? A 48-Stream Evaluation
Hello, everyone. There are many situations where we may want to monitor sounds that happen without warning, such as breaking glass or a car horn. Re…
Нейросетевой эквалайзер на PlutoSDR: от синтетики к железу
Любой реальный радиоканал «размазывает» символы во времени: соседние отсчёты накладываются друг на друга, и приёмник видит межсимвольную и…
PyTrees Are Not One Thing: JAX, PyTorch, and TensorFlow Compared
PyTrees look deceptively simple. You flatten a nested Python object into leaves, keep a structure descriptor, and later rebuild or map over the same…
TFLite Edge Model Quantizer Snippet
I've put together a Python snippet for post-training integer quantization of TensorFlow Lite models. This process is key for making machine learning…
STIKSHOT - A STICKMAN VIDEO RENDERER TOWARDS BEYOND
Build a 100% Client-Side AI Motion Capture Engine in the Browser Imagine uploading a dance video and having it instantly turned into a neon stickman…
Building PROTO RECON — From Vague Idea to a Browser-Based Tactical HUD
Introduction This post walks through how PROTO RECON — an experimental app that combines phone sensors with in-browser ML — evolved from pre-coding…
Building a Stock Advisor on a Coral Dev Board: From Edge TPU Bugs to Working TPU Inference
A few months ago I set out to answer a simple question: can I build a scientific framework for deciding when to sell my Google RSUs instead of makin…
🌿 Plant Disease Detection System
Agriculture is the backbone of many economies, yet plant diseases continue to cause massive crop losses every year. What if farmers could detect dis…