Trained YOLOX from scratch to avoid Ultralytics (aircraft detection)
The author documents ripping out Ultralytics and training YOLOX end-to-end on an aircraft dataset, releasing code under an MIT license so you can run and modify the whole pipeline yourself. This is the sort of no-frills, reproducible recipe that saves time if you need full control over configs, checkpoints and licensing — not novel research, but genuinely useful for people who hit the limits of packaged repos.
