supervision VS ivpn.net

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.

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

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)

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

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

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

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

IVPN | Full-stack Web Developer | Remote (UTC-1 to UTC+3) | Full-time | https://www.ivpn.net

IVPN is a privacy-focused VPN service in operation since 2010. We have high ethical standards, regular security audits and a stellar reputation among security and privacy analysts.

We are looking for a Full-stack Web Developer to work on a new project for a privacy-friendly DNS solution.

Ideally you possess the following knowledge:

IVPN | Technical Writer, Privacy and Security | Remote (UTC-5 to UTC+7) | Part-time (20h) | https://www.ivpn.net

IVPN is a privacy-focused VPN service in operation since 2010. We have high ethical standards, regular security audits and a stellar reputation among security and privacy analysts.

We are looking for a Technical Writer to create in-depth guides about privacy, information security and VPN use. We prefer quality over quantity, and aim for providing real value to our technical audience as opposed to churning out surface level, keyword stuffed content marketing posts.

To qualify for this role, credentials and number of years of experience does not necessarily matter, given you have a deep interest in privacy, come equipped with technical skills, and have a knack for writing.

This is a remote, part-time (20 hours per week) position with a possibility of switch to full-time depending on the progress of projects and your goals.

You can email me directly to discuss the role: [email protected]

IVPN - Secure VPN for Privacy (version 2.10.3): Privacy focused VPN service with WireGuard

IVPN | Senior Infrastructure Engineer | Remote (UTC-1 to UTC+3) | Full-time | https://www.ivpn.net

IVPN is a privacy-focused VPN service in operation since 2010. We have high ethical standards, regular security audits and a stellar reputation among security and privacy analysts. We are planning to overhaul our VPN infrastructure with a new server build to radically improve the transparency of our service.

We are looking for an experienced infrastructure engineer to research and develop a new server architecture for our VPN gateways that is open, immutable, diskless and secure, using open-source software and multiple layers of security technologies. You will also be responsible for the initial provisioning of servers, from procurement to building and final distribution to data centers (travel might not be required).

If you have:

IVPN

Honestly, I wouldn't bother with Brave VPN too much. There are better ones out there for less or approximately the same price. IVPN is a good example. For the same monthly price, you get an ad and tracker blocker also.

"In front of us, we have CBDCs introduced, privacy rights eroded, our actions tracked and used against us. If you want to fight for a future free from surveillance: this is the place to be in 2023." - - Viktor Vecsei, COO of IVPN, an open-source, audited, privacy focused VPN service with WireGuard and ad+tracker blocking, one of the sponsors of Monero Konferenco 2022. https://www.ivpn.net

I was in the same boat. I moved to https://www.ivpn.net.