Building a robust and accurate shipping container number OCR recognition system using SOTA machine learning techniques. This post is focused on the training, workflow, deployment and key takeaways.
Building a robust and accurate shipping container number OCR recognition system using SOTA machine learning techniques. This post is focused on the tools, image annotation, data preparation.
Building a robust and accurate shipping container number OCR recognition system using SOTA machine learning techniques. This post is focused on the task, challenges, and design of the system.
Exploring Tauri for cross-platform desktop app development with Rust and SvelteKit through a simple image processing project.
Detailed implementation of YOLOv8 object detection with OpenCV in Rust using ONNX models.
使用Fly.io Docker快速免费自建部署FreshRSS和RSSHub服务，并连接NEON Cloud Postgres。
Introduction of ANN vector search and guide on creating a CBIR system with Milvus Vector Database for reverse image search.
A guide to DIY a simple smart doorbell using Raspberry Pi Pico W and Telegram Bot with MicroPython.
A guide to implementing magic link login with SvelteKit and Serverless Backend.
A guide to send automated emails for free using Cloudflare Workers and MailChannels API. Free alternative to SendGrid, Mailgun, etc.
An experience in building a startup’s IT infrastructure, including Domain, Website, Email, Chat, ERP, NAS, VPN or Zero Trust, etc.
Notes on setting up PaddleOCR from scratch on Jetson Nano using CUDA. Includes OS preparation, VNC, paddlepaddle-gpu installation, and speed tests with CUDA and TensorRT.
Summary of different methods to query a database from Cloudflare serverless Pages or Workers. (PostgreSQL, MongoDB, PlanetScale, Cloudflare D1)
在Docker上安装宝塔面板，搭建FreshRSS和RSSHub服务，并设置Reeder App使用RSS。
A guide to build a free full-stack dynamic website using Cloudflare Pages with serveless Functions, support to query (PostgreSQL, MongoDB, PlanetScale) database.
Hands-on guide: exploring the power of Rust and WebAssembly(Wasm) for efficient image processing within webpages.
DIY a free serverless web hit counter and visitor tracker for your blog or website using Cloudflare Workers and KV storage.
Convert between image and base64 encoding data in Qt and Python.
A guide on how to deploy your Python application or web service API to production with Docker, and customized your Docker Image.
Tutorial on how to use Socket.IO to implement realtime bidirectional communication between Cocos Creator game and Node.js server.