Overview This article documents a practical design for a Flask-based portrait photo processing system. The goal is to upload a portrait image from a web page, run an…
Overview This article documents a practical BiomedParse V2 inference environment setup on Windows. The goal was to prepare a Python environment, install PyTorch with CUDA support, install Detectron2…
Overview This article documents a practical PyKAN workflow for training a Kolmogorov-Arnold Network on a small regression problem. The notes cover dataset construction, KAN model creation, training, result…
Overview This article records a practical RF-DETR object detection training workflow on Windows with a custom COCO-format dataset. COCO dataset -> RF-DETR -> PyTorch CUDA -> training ->…
Overview This article documents a practical deployment case for Dify on a Linux server using Docker Compose. The deployment involved preparing server resources, adding swap space, installing Docker…
Overview This article documents a Windows local deployment process for DeerFlow 2.0 Enhanced. The goal was to run DeerFlow locally with Docker, configure an LLM provider, enable web…
Overview This article documents a practical setup process for installing OpenClaw on Windows and integrating it with Kimi / Moonshot AI and a Feishu bot. The setup involved…