Tagged: ai
Showing 1–5 of 6 articles
DeepSeek V4 on Apple Silicon: Current Status What the V4-Pro and V4-Flash checkpoints weigh on disk and in memory, mapped to the unified-memory ceilings of current MacBook Pro and Mac Studio configurations. Read article DeepSeek V4: Don't Look at What You Don't Need DeepSeek V4 reads a million tokens on roughly a quarter of V3.2's compute. It does this by selectively attending to the parts of context the prompt asks about, the same way humans skim a long book. 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