Tag - embedded AI
Deep dive into ESP32-S3 TinyML optimization, covering TFLM setup, INT8 quantization, memory tuning, PSRAM trade-offs, and real-world performance limits.
A deep dive into ESP32 edge AI architecture, covering OTA design, INT8 inference, memory constraints, and production considerations for long-running devices.
Blog, Edge Computing and Data Analytics, Embedded System Development , February 10, 2026 , Edge AI, embedded AI, ESP32, Firmware Architecture, IoT Device Design, OTA Update, TensorFlow Lite Micro
A step-by-step guide to convert MediaPipe Gesture Recognition models to RKNN and running real-time inference on RK3566 NPU, with code and troubleshooting tips.
AI and Machine Learning, Blog , December 2, 2025 , Computer Vision, Edge AI, embedded AI, Gesture Recognition, Landmark Detection, MediaPipe, Model Quantization, RK3566, RKNN, Rockchip
Learn how ESP32-S3 TensorFlow Lite Micro enables edge AI and wake word detection with on-device inference for embedded and IoT devices.
Blog, Edge Computing and Data Analytics , October 29, 2025 , Edge Intelligence, embedded AI, ESP32-S3, On-device Inference, TensorFlow Lite Micro, Wake Word Detection
Discover strategies for deploying ASR and TTS voice recognition technology in cloud, edge, and embedded environments. Optimize your voice apps with models like Whisper and VITS.
AI and Machine Learning, Blog , May 7, 2025 , ASR, cloud deployment, Edge Computing, embedded AI, Model Deployment, NaturalSpeech3, speech technology, TTS, TTS solutions, Whisper