Supervision Alternatives

supervision reviews and mentions

• Supervision: Reusable Computer Vision
  5 projects | news.ycombinator.com | 24 Mar 2024

  You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

• Supervision – reusable computer vision tools
  1 project | news.ycombinator.com | 20 Mar 2024
• Ask HN: Who is hiring? (February 2024)
  18 projects | news.ycombinator.com | 1 Feb 2024

  Roboflow | Open Source Software Engineer, Web Designer / Developer, and more. | Full-time (Remote, SF, NYC) | https://roboflow.com/careers?ref=whoishiring0224

  Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment.

  Over 250k engineers (including engineers from 2/3 Fortune 100 companies) build with Roboflow. We now host the largest collection of open source computer vision datasets and pre-trained models[2]. We are pushing forward the CV ecosystem with open source projects like Autodistill[3] and Supervision[4]. And we've built one of the most comprehensive resources for software engineers to learn to use computer vision with our popular blog[5] and YouTube channel[6].

  We have several openings available but are primarily looking for strong technical generalists who want to help us democratize computer vision and like to wear many hats and have an outsized impact. Our engineering culture is built on a foundation of autonomy & we don't consider an engineer fully ramped until they can "choose their own loss function". At Roboflow, engineers aren't just responsible for building things but also for helping us figure out what we should build next. We're builders & problem solvers; not just coders. (For this reason we also especially love hiring past and future founders.)

  We're currently hiring full-stack engineers for our ML and web platform teams, a web developer to bridge our product and marketing teams, several technical roles on the sales & field engineering teams, and our first applied machine learning researcher to help push forward the state of the art in computer vision.

  [1]: https://roboflow.com/?ref=whoishiring0224

  [2]: https://roboflow.com/universe?ref=whoishiring0224

  [3]: https://github.com/autodistill/autodistill

  [4]: https://github.com/roboflow/supervision

  [5]: https://blog.roboflow.com/?ref=whoishiring0224

  [6]: https://www.youtube.com/@Roboflow

• Image segmentation in huggingface
  2 projects | /r/computervision | 6 Dec 2023

  You'll need to plot the predictions. There are a few open source tools to do that, supervision is one you can use (https://github.com/roboflow/supervision) and opencv is another common option (https://github.com/opencv/opencv)

• Show HN: Supervision, reusable computer vision utilities
  1 project | news.ycombinator.com | 6 Oct 2023
• FLaNK Stack Weekly 28 August 2023
  27 projects | dev.to | 28 Aug 2023
• Show HN: Pip install inference, open source computer vision deployment
  4 projects | news.ycombinator.com | 23 Aug 2023

  Thanks for the suggestion! Definitely agree, we’ve seen that work extremely well for Supervision[1] and Autodistill, some of our other open source projects.

  There’s still a lot of polish like this we need to do; we’ve spent most of our effort cleaning up the code and documentation to prep for open sourcing the repo.

  Next step is improving the usability of the pip pathway (that interface was just added; the http server was all we had for internal use). Then we’re going to focus on improving the content and expanding the models it supports.

  [1] https://github.com/roboflow/supervision

  [2] https://github.com/autodistill/autodistill

• Show HN: VisionScript, abstract programming language for computer vision
  6 projects | news.ycombinator.com | 21 Aug 2023

  a new, popular library for basic functionality (converting between annotation formats, evaluating models, doing object tracking) has been supervision: https://github.com/roboflow/supervision

• Ask HN: Who is hiring? (August 2023)
  13 projects | news.ycombinator.com | 1 Aug 2023

  Roboflow | Multiple Roles | Full-time (Remote, SF, NYC) | https://roboflow.com/careers?ref=whoishiring0823

  Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment.

  Over 250k engineers (including engineers from 2/3 Fortune 100 companies) build with Roboflow. We now host the largest collection of open source computer vision datasets and pre-trained models[2]. We are pushing forward the CV ecosystem with open source projects like Autodistill[3] and Supervision[4]. And we've built one of the most comprehensive resources for software engineers to learn to use computer vision with our popular blog[5] and YouTube channel[6].

  We have several openings available, but are primarily looking for strong technical generalists who want to help us democratize computer vision and like to wear many hats and have an outsized impact. Our engineering culture is built on a foundation of autonomy & we don't consider an engineer fully ramped until they can "choose their own loss function". At Roboflow, engineers aren't just responsible for building things but also for helping figure out what we should build next. We're builders & problem solvers; not just coders. (For this reason we also especially love hiring past and future founders.)

  We're currently hiring full-stack engineers for our ML and web platform teams, a web developer to bridge our product and marketing teams, several technical roles on the sales & field engineering teams, and our first applied machine learning researcher to help push forward the state of the art in computer vision.

  [1]: https://roboflow.com/?ref=whoishiring0823

  [2]: https://roboflow.com/universe?ref=whoishiring0823

  [3]: https://github.com/autodistill/autodistill

  [4]: https://github.com/roboflow/supervision

  [5]: https://blog.roboflow.com/?ref=whoishiring0823

  [6]: https://www.youtube.com/@Roboflow

• python tools to load, save, split, and convert computer vision datasets | link in comment
  2 projects | /r/computervision | 18 May 2023

  repository: https://github.com/roboflow/supervision documentation: https://roboflow.github.io/supervision

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