May 17, 2024 · Artificial Intelligence

Building a Low‑Cost AI Image Classification Platform for Edge Devices

This article describes how to create a cheap AI image‑classification system that trains a TensorFlow model on a desktop, converts it to TFLite, and runs it on Android phones and Raspberry Pi devices, detailing data preparation, training, deployment, and hardware considerations.

AIAndroidEdge Computing

0 likes · 9 min read

Building a Low‑Cost AI Image Classification Platform for Edge Devices

Douyu Streaming

Oct 20, 2021 · Artificial Intelligence

How DeepXi and MHANet Revolutionize Speech Enhancement with Multi‑Head Attention

DeepXi introduces a two‑stage deep learning framework for speech enhancement, using prior SNR estimation and MMSE gain, while the MHANet extension leverages multi‑head attention to model long‑range dependencies, with detailed training strategies, model compression to GRU, deployment via TFLite, and impressive low‑latency results.

Deep LearningGRUTFLite

0 likes · 8 min read

How DeepXi and MHANet Revolutionize Speech Enhancement with Multi‑Head Attention