Tagged: python
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Types of APIs and Event Queues: When To Use Each Four ways to move data between services. What each one buys you, where each one falls down, and when I reach for which. Read article Converting Custom Annotations to YOLO Keypoint Format My corner annotator outputs JSON. YOLO wants normalised bounding boxes with keypoints in a specific folder structure. Bridging the two formats. Read article Corner Annotation, Board Scraping, and Training YOLO No off-the-shelf model could find board corners reliably. I built a manual annotator, scraped training data, and trained a YOLO model on the results. Read article From Roboflow to SAM 3 on Rented GPUs Classical CV couldn't handle real-world Go board photos. I tried Roboflow, Meta's SAM 3, Ultralytics, Google Colab, and Vast.ai. Each solved one problem and introduced another. Read article Same API in Python, Node, Rust, and Go The same three-endpoint JSON API built nine ways across Python, Node, Rust, and Go. What each framework gets right and what makes you swear. Read article