JavaScript roboflow

Open-source JavaScript projects categorized as roboflow

JavaScript roboflow Projects

  • dji-aerial-georeferencing

    Detect objects in drone videos and plot them on a map

    Project mention: DJI drone flight log viewer | news.ycombinator.com | 2023-05-08

    How does this compare with the data you get from Airdata?

    When I was working on an aerial georeferencing project[1] I found that the on-device flight logs didn’t contain all the info in the serverside logs (eg heading, gimbal orientation, GPS coords, altitude)

    [1] https://github.com/roboflow/dji-aerial-georeferencing

  • blackjack-basic-strategy

    A computer vision powered Blackjack basic strategy app powered by Roboflow.

    Project mention: Show HN: Pip install inference, open source computer vision deployment | news.ycombinator.com | 2023-08-23

    It’s an easy to use inference server for computer vision models.

    The end result is a Docker container that serves a standardized API as a microservice that your application uses to get predictions from computer vision models (though there is also a native Python interface).

    It’s backed by a bunch of component pieces:

    * a server (so you don’t have to reimplement things like image processing & prediction visualization on every project)

    * standardized APIs for computer vision tasks (so switching out the model weights and architecture can be done independently of your application code)

    * model architecture implementations (which implement the tensor parsing glue between images & predictions) for supervised models that you've fine-tuned to perform custom tasks

    * foundation model implementations (like CLIP & SAM) that tend to chain well with fine-tuned models

    * reusable utils to make adding support for new models easier

    * a model registry (so your code can be independent from your model weights & you don't have to re-build and re-deploy every time you want to iterate on your model weights)

    * data management integrations (so you can collect more images of edge cases to improve your dataset & model the more it sees in the wild)

    * ecosystem (there are tens of thousands of fine-tuned models shared by users that you can use off the shelf via Roboflow Universe[1])

    Additionally, since it's focused specifically on computer vision, it has specific CV-focused features (like direct camera stream input) and makes some different tradeoffs than other more general ML solutions (namely, optimized for small-fast models that run at the edge & need support for running on many different devices like NVIDIA Jetsons and Raspberry Pis in addition to beefy cloud servers).

    [1] https://universe.roboflow.com

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-08-23.

Index

Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com