Recipes Overview
End-to-end task walkthroughs combining the CLI, Python SDK, and REST API.
Last updated
Was this helpful?
End-to-end task walkthroughs combining the CLI, Python SDK, and REST API.
Each recipe is a complete, runnable example for a specific developer task - the kind of thing where the answer involves more than one Roboflow tool. They're meant to be copied, adapted, and dropped into your own project rather than read top-to-bottom.
The reference pages under Python SDK, REST API, and CLI document every method individually. Recipes show how to compose them.
Upload, Train, and Deploy a Model - full pipeline from raw images to a hosted model.
Process a Video Stream - run a Workflow against a video file or RTSP stream.
Watch a Folder for New Images - auto-upload new images as they appear in a directory.
Snippets assume ROBOFLOW_API_KEY is set in the environment.
Workspace and project slugs are placeholders (my-workspace, my-detector) - replace with your own.
Where multiple tools could do the same step, the recipe shows the most idiomatic choice and notes the alternatives.
If you've solved an end-to-end problem you wish were documented, open an issue describing the task and the rough shape of the solution.
Last updated
Was this helpful?
Was this helpful?