labelImg
VoTT
| labelImg | VoTT | |
|---|---|---|
| 117 | 8 | |
| 21,502 | 3,670 | |
| - | - | |
| 0.0 | 0.8 | |
| 2 months ago | over 2 years ago | |
| Python | TypeScript | |
| MIT License | MIT License |
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labelImg
VoTT
- Need help identifying a good open source data annotation tool
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Best Image Annotation Tools
VoTT is an image annotation tool from Microsoft that has several interesting features that differ from the other tools. The installation of this tool is very easy because you could just simply download the installer according to your OS from their Github page.
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Heads Up: apparently Firefox does NOT add quarantine flag to downloaded Apps anymore (all downloaded apps launch instantly, even if they are not notarized or signed)
Last app tested was this and it is safe to try, when downloaded with Safari, it shows the warnings and prevents the launch, when downloaded with Firefox it opens instantly, no warning. (I downloaded on Firefox first which launched instantly, then removed the app and tried with Safari and the warning appeared)
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[D] What are people using to organize large groups of people for data labelling?
VoTT
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(WIP) I trained Yolov5 on Diablo
I annotated 100 images which 70% was used for the training. I used 7 classes and annotated with VoTT then converted to Pytorch yolov5 from roboflow. I don't remember the mAp, sorry.
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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.
- [D] Can anyone recommend a tool for sorting images into folders for image classification?
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I'm currently working on an image labeling tool for machine learning: looking for advice!
Are you doing this as an exercise or is it that you need an image annotation tool? There are some really good open source ones, such as VoTT. Maybe you can start from there.
What are some alternatives?
cvat - Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale. [Moved to: https://github.com/cvat-ai/cvat]
coco-annotator - :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
videojs-annotation-comments - A plugin for video.js to add support for timeline moment/range comments and annotations
diffgram - The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
tensorboard - TensorFlow's Visualization Toolkit
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Tesseract.js - Pure Javascript OCR for more than 100 Languages 📖🎉🖥
make-sense - Free to use online tool for labelling photos. https://makesense.ai
labelbox-custom-labeling-apps - Explore example custom labeling apps built with Labelbox SDK
models - Models and examples built with TensorFlow