labelImg
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labelImg | cvat | |
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117 | 26 | |
21,502 | 11,210 | |
- | 3.3% | |
0.0 | 9.8 | |
about 1 month ago | 7 days ago | |
Python | TypeScript | |
MIT License | MIT License |
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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.
labelImg
- configurate already maden python program
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labelImg VS anylabeling - a user suggested alternative
2 projects | 15 Apr 2023
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What is the best software to prepare training images for yolo (preferably offline).
In addition to the above comments, check out https://github.com/heartexlabs/labelImg
- Frigate+ privacy thoughts?
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looking from ML/Computer Vision mentor
For setting up object detection data I also really like LabelImg: https://github.com/heartexlabs/labelImg
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[D] What are people using to organize large groups of people for data labelling?
Our case is a bit specific, but we have had a great experience working with a simple tool called LabelImg (https://github.com/tzutalin/labelImg). The source code is trivial, and you can make some adjustments (line colours, box fill, etc.) before putting it into use with people.
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How do I label videos to use with YoloV5?
I've used CVAT and LabelImg and they both worked great
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Face Recognition
Labeling images: depending on the tool, you must label the images in PASCAL VOC format for TF or YOLO for Darknet. You can use programs like labelImg, VIA, VoTT (no longer maintain), among others.
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How are custom (bounding box) object datasets collected in research/practice? Thinking about making an iOS app to help if this is tedious.
there are loads of labeling tools out there e.g. https://github.com/tzutalin/labelImg
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“Frameworks” for labeling training data (imagery)?
I recently used labelImg. It's free, easy to use and has a simple interface. If you don't want to install nothing you can use VGG Image Annotator because it runs directly in a web browser.
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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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.
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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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What is the best software to prepare training images for yolo (preferably offline).
for image annotations, have you seen CVAT? https://github.com/opencv/cvat/
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Control User Access and Permissions in CVAT with Open Policy Agent
The post examines the implementation of Identity and Access Management (IAM) in the Computer Vision Annotation Tool (CVAT), which is a part of the OpenCV ecosystem. CVAT helps to annotate raw images and video files to produce a ready-to-use Computer Vision dataset in popular formats such as MS COCO, PASCAL VOC, YOLO, etc. Here we will cover:
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[D] What are people using to organize large groups of people for data labelling?
CVAT
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How do I label videos to use with YoloV5?
I've used CVAT and LabelImg and they both worked great
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Intel OpenVINO強大免費開源的標註工具 CVAT 2.0來了!
[1] Github, openvinotoolkit/cvat https://github.com/openvinotoolkit/cvat
What are some alternatives?
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
VoTT - Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
coco-annotator - :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
django-rest-framework - Web APIs for Django. 🎸
labelbox-custom-labeling-apps - Explore example custom labeling apps built with Labelbox SDK
make-sense - Free to use online tool for labelling photos. https://makesense.ai
videojs-annotation-comments - A plugin for video.js to add support for timeline moment/range comments and annotations
tensorboard - TensorFlow's Visualization Toolkit
Tesseract.js - Pure Javascript OCR for more than 100 Languages 📖🎉🖥
pytorch-pose-hg-3d - PyTorch implementation for 3D human pose estimation