내용

글번호 1091
작성자 허진경
작성일 2023-10-26 09:24:55
제목 Annotation Tool (데이터 어노테이션 도구들)
내용 참고 - https://github.com/heartexlabs/awesome-data-labeling 데이터 어노테이션 도구들 Images labelImg(https://github.com/tzutalin/labelImg) - LabelImg is a graphical image annotation tool and label object bounding boxes in images CVAT(https://github.com/openvinotoolkit/cvat) - Powerful and efficient Computer Vision Annotion Tool labelme(https://github.com/wkentaro/labelme) - Image Polygonal Annotation with Python VoTT(https://github.com/microsoft/VoTT) - An open source annotation and labeling tool for image and video assets imglab - A web based tool to label images for objects that can be used to train dlib or other object detectors Yolo_mark - GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 PixelAnnotationTool - Software that allows you to manually and quickly annotate images in directories OpenLabeling - Label images and video for Computer Vision applications imagetagger - An open source online platform for collaborative image labeling Alturos.ImageAnnotation - A collaborative tool for labeling image data deeplabel - A cross-platform image annotation tool for machine learning MedTagger - A collaborative framework for annotating medical datasets using crowdsourcing. Labelbox - Labelbox is the fastest way to annotate data to build and ship computer vision applications turktool - A modern React app for scalable bounding box annotation of images Pixie - Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling OpenLabeler - OpenLabeler is an open source desktop application for annotating objects for AI appplications Anno-Mage - A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model CATMAID - Collaborative Annotation Toolkit for Massive Amounts of Image Data make-sense - makesense.ai is a free to use online tool for labelling photos LOST - Design your own smart Image Annotation process in a web-based environment Annotorious - A JavaScript library for image annotation. Sloth - Tool for labeling image and video data for computer vision research. Text YEDDA - A Lightweight Collaborative Text Span Annotation Tool (Chunking, NER, etc.). ACL best demo nomination. ML-Annotate - Label text data for machine learning purposes. ML-Annotate supports binary, multi-label and multi-class labeling. TagEditor - Annotation tool for spaCy SMART - Smarter Manual Annotation for Resource-constrained collection of Training data PIAF - A Question-Answering annotation tool Audio EchoML - Play, visualize, and annotate your audio files audio-annotator - A JavaScript interface for annotating and labeling audio files. audio-labeler - An in-browser app for labeling audio clips at random, using Docker and Flask. wavesurfer.js - Simple annotations tool, check the example. peak.js - Browser-based audio waveform visualisation and UI component for interacting with audio waveforms, developed by BBC UK. Praat - Doing Phonetics By Computer Aubio - Tool designed for the extraction of annotations from audio signals. Video UltimateLabeling - A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker VATIC - VATIC is an online video annotation tool for computer vision research that crowdsources work to Amazon's Mechanical Turk. Time Series Curve - Curve is an open-source tool to help label anomalies on time-series data TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category) time-series-annotator - The CrowdCurio Time Series Annotation Library implements classification tasks for time series. WDK - The Wearables Development Toolkit (WDK) is a set of tools to facilitate the development of activity recognition applications with wearable devices. 3D KNOSSOS - KNOSSOS is a software tool for the visualization and annotation of 3D image data and was developed for the rapid reconstruction of neural morphology and connectivity. Lidar semantic-segmentation-editor - Web labelling tool for camera and LIDAR data MultiDomain Label Studio - Label Studio is a configurable data annotation tool that works with different data types Dataturks - Dataturks support E2E tagging of data items like video, images (classification, segmentation and labelling) and text (full length document annotations for PDF, Doc, Text etc) for ML projects.