Freaks City

Environment Setup Target Device Configuration Refer to previous documentation regarding ITX-3588J development board setup. This guide assumes usage of rknn-toolkit2-lite version 2.0 with updated board drivers and toolkit. Host Development Environment The PC-side toolkit has compatibility limitations with Windows systems. Ubuntu-based environmen ...

Deploying a custom object detector on edge NPU hardware invovles training, quantization, and compilation. This guide walks through the entire pipeline using a YOLOv8s model trained on handwritten digits. Training the Custom YOLOv8s Model Preparing the Custom Dataset The dataset structure can be organized in any way; the following layout worked ...

In this guide, we will build a cuisine recommendation web application that runs a machine learning model directly in the browser. Instead of using a backend server, we will leverage ONNX Web to let users interact with the model through a simple frontend interface. Cuisine Recommendation Web Application This project focuses on the machine learni ...