Comma10k Alternatives

comma10k reviews and mentions

• Are there ways to contribute to openpilot, other than chffr or commacoloring, that are now discontinued ?
  2 projects | /r/Comma_ai | 7 Jul 2022

  Comma pencil is still a thing that needs lots of help. https://github.com/commaai/comma10k Also, sure read the OpenPilot code, find bugs or improvements and submit useful PRs.

• commacoloring.com down ?
  2 projects | /r/Comma_ai | 7 Jul 2022

  The modern successor is https://github.com/commaai/comma10k

• openpilot 0.8.14: Big model now live!
  2 projects | /r/Comma_ai | 5 Jun 2022

  You can see the raw data that Comma is using for both cameras here: https://github.com/commaai/comma10k/tree/master/imgs2

• TRY A TWO! Comma Pencil, End to End Longitudinal Demo, Mazda Brand Port & More
  1 project | /r/Comma_ai | 29 Oct 2021

  TRY A TWO! https://comma.ai/compare Help with comma pencil! https://github.com/commaai/comma10k

• [Discussion] Is there a way I can volunteer/contribute to research datasets?
  1 project | /r/MachineLearning | 7 Sep 2021
• Open-Source Autonomous Driving Datasets
  1 project | /r/SelfDrivingCars | 1 Sep 2021

  There's also comma10k, which is actually more in the spirit of open source relying on open collaboration. https://github.com/commaai/comma10k

• Comma Ai's Harald Schäfer – Building a Super Human Driving Agent @ COMMA_CON
  1 project | /r/SelfDrivingCars | 15 Aug 2021

  Openpilot is not fully end to end to yet. The longitudinal policy is still done classically, which requires explicit lead car detection. And by default the lateral does explicit lane line detection to keep itself centered with a hand coded planer. I can't comment on exactly how it's done since my understand of machine learning is purely superficial, but the model is also trained to detect lane lines and lead cars using a segnet based on this comma10k dataset, which has hand labeled images. Sky isn't one of these labels though.

• Show HN: Cell Shield – shields.io badge from a cell in a public Google sheet
  2 projects | news.ycombinator.com | 21 Jul 2021

  This is great for projects where management or tracking of some sort is done from a public Google spreadsheet. Here's some examples where I've put it to use.

  Here's a project where I sent in a PR that was merged to display annotation progress:

  https://github.com/commaai/comma10k/pull/2767

  Here's a wiki entry using it to display the current number of bounty contributors and bounty amount ($8K+!):

  https://github.com/commaai/openpilot/wiki/Toyota-Lexus#2021-...

  If you're organizing something for your community using a spreadsheet, maybe consider using Cell Shield to put a little badge somewhere visible.

• Active Learning using Detectron2
  2 projects | dev.to | 30 May 2021

  Our goal is to use active learning to use a COCO pre-trained model and fine-tune it on a dataset for autonomous driving. For this transfer task, we are using the Comma10k dataset. From the repository: "It's 10,000 PNGs of real driving captured from the comma fleet. It's MIT license, no academic-only restrictions or anything."

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