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I don't see a simple way to load a model locally, am I missing something? I see you recommending roboflow universe in the comments, is there any way to downloa

• SkalskiP 3y ago
  Hi! Supervision does not run models, but it connects to existing detection and segmentation libraries, allowing you to do more advanced stuff easily. Take a look here to get a high-level overview: https://supervision.roboflow.com/latest/how_to/detect_and_annotate/ https://supervision.roboflow.com/latest/how_to/detect_and_an.... As for Roboflow, you can use the `inference` package to run (among other things) all Roboflow Universe models locally. Take a look at README examples: https://github.com/roboflow/inference https://github.com/roboflow/inference.
  • anhner 3y ago
    Thank you!
• yeldarb 3y ago
  Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc). We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer. [1] https://github.com/roboflow/inference https://github.com/roboflow/inference [2] https://github.com/roboflow/notebooks https://github.com/roboflow/notebooks [3] https://inference.roboflow.com/foundation/about/ https://inference.roboflow.com/foundation/about/ [4] https://docs.roboflow.com/deploy/hosted-api https://docs.roboflow.com/deploy/hosted-api
  • anhner 3y ago
    Appreciate the explanation and links, thanks.