cvat
Installation
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cvat | Installation | |
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26 | 162 | |
11,287 | 14,885 | |
- | 2.1% | |
9.8 | 9.8 | |
14 days ago | 5 days ago | |
TypeScript | Python | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
cvat
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
Another powerful resource is CVAT, the Computer Vision Annotation Tool which supports both image and video annotations with advanced capabilities such as interpolation of shapes between frames, making it highly suitable for computer vision.
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Need help identifying a good open source data annotation tool
CVAT has an open source repo under MIT license: https://github.com/opencv/cvat I've not worked with it directly but it might be a good place to start.
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OKENYO - Eyes to the Sky
ref https://github.com/opencv/cvat/issues/6061
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Way to label yolov7 images fast
an open source annotation tool that integrates object detectors is CVAT https://github.com/opencv/cvat however, using your own detector might require some coding. there is an integration for yolov5, but without modification it only loads the pretrained models.
- [D] Choosing the image labeling tool
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Segment Anything Model is now available in the open-source CVAT
This integration is currently available in the open-source version of Computer Vision Annotation Tool (http://github.com/opencv/cvat) and coming soon to CVAT.ai cloud (http://cvat.ai/)! Please use it for your computer vision projects to segment images faster.
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How to build computer vision dataset labeling team in-house
You can download the CVAT docker from a github (Link) and install it yourself, keeping all data local. And here are two options - locally on your personal computer (or company server) or in your own cloud (there are instructions on how to do this with AWS).
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CVAT Release v2.3.0: Brush tool, WebHooks, and Social auth
In this release, CVAT introduced new features based on our vision and suggestions in the CVAT community, plus addressed more than 20+ reported bugs.
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CVAT Course. Lecture #3 - Integration
You can find more information here Waiting for your feedback here: Discord, LinkedIn, Gitter, GitHub
Installation
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NetBox.dev: the source of truth for everything on your network
"The site" is actually just their blog. The github repo at https://github.com/netbox-community/netbox is more like the real homepage and has a good presentation.
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[MISC] Build a feature with the Hudu team: IPAM and Rack Management. PART 1
Sweet! If it ends up anything like Netbox it will be so sweet. By looking at the screenshots I am very excited to see this implemented!
- IP-adress management
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NetBox v3.6.6 is Now Available!
NetBox Release v3.6.6 is now live (as of November 29, 2023)!
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Got my hands on a UniFi system, rack building software?
Take a look at netbox. https://netbox.dev/
- NetBox – the source of truth for everything on your network
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Locally trained AI Agents for network device discovery
Pre-trained systems dominate AI today (as deep as the P in GPT). My team and I have been researching and building alternatives given how the hallucination, blackbox and other problems don't seem solvable within* the current paradigm.
One of our first applications is a network automation solution for Netbox-- locally trained AI Agents unique to each Netbox account to predict roles of newly added devices given the current local list of devices, like a context-aware autocomplete.
Agents are lightweight by design, this particular Netbox Agent is 40-neuron, and when hooked up demo.netbox.dev and consistently gets 80%+ accuracy predicting device roles even when trained on ~60 devices only.
Try it out: https://aolabs-netbox.streamlit.app/
You can use dummy data from demo.netbox.dev. More on Netbox: https://github.com/netbox-community/netbox
We'd keen for feedback, if this is useful, how we could extend it if it is, or if it sparks other application ideas.
* Somebody has to be the pre-trainer, leaving an irreducible gap of misunderstanding between AI and its application which we are trying to diminish by adding a layer of local training.
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NetBox v3.5.6 is Now Available!
Before upgrading, please: 1. Verify in release notes changelog if any new breaking changes might affect you. You can also review the NetBox Issues on GitHub to see if any new issues have arisen that might affect you. 2. Next, refer to the Upgrading to a new NetBox Release guide for steps to upgrade your instance.
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Why have empty __init__.py files?
I've been looking into some projects for some opensource software i use and noticed a few of them have empty __init__.py files (for example https://github.com/netbox-community/netbox/blob/develop/netbox/core/__init__.py)
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Shelf – open-source asset management software
IT wise, It's been a fair few years since I've been in a department that does asset management, we used to use GLPI with it's warts and all, which got replace with https://github.com/netbox-community/netbox
What are some alternatives?
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
nautobot - Network Source of Truth & Network Automation Platform
labelImg - LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
phpIPAM - phpipam development repository
VoTT - Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
netbox-topology-views - A netbox plugin that draws topology views
coco-annotator - :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
RackTables - RackTables current development repository
django-rest-framework - Web APIs for Django. 🎸
netbox-docker - 🐳 Docker Image of NetBox
labelbox-custom-labeling-apps - Explore example custom labeling apps built with Labelbox SDK
The Foreman - The new and improved Foreman website.