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Top 16 Python Annotation Projects
Label Studio is a multi-type data labeling and annotation tool with standardized output formatProject mention: Survey: what open source python tool do you use for manual data labeling? | reddit.com/r/computervision | 2023-01-04
- labelstudio for drawing and saving the labels (nice UI/UX): https://github.com/heartexlabs/label-studio
Annotate with anyone, anywhere.Project mention: Selfhosted PDF Reader with highlight support | reddit.com/r/selfhosted | 2022-08-04
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
Training Data (Annotation, Catalog, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.Project mention: Open source tool scrapes git commit email addresses to send spam to. | reddit.com/r/programming | 2022-07-29
ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.Project mention: Language Tool – open-source Grammarly Alternative | news.ycombinator.com | 2022-07-26
A lightweight tool for labeling 3D bounding boxes in point clouds.
Make drawing and labeling bounding boxes easy as cake
ATLAS - Three commands to start analyzing your metagenome data (by metagenome-atlas)
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
:speedboat: Label data at scale. Fun and precision included. (by phurwicz)
Rapid & standardized annotation of bacterial genomes, MAGs & plasmidsProject mention: orfs in DNA | reddit.com/r/bioinformatics | 2022-10-11
If you need more accurate ORF(CDS) prediction including functional annotation, I recommend using CLI tools such as prokka, bakta, or DFAST (DFAST is also available in a web version).
API spec validator and OpenAPI document generator for Python web frameworks.
Django-based clone of Amazon's Mechanical Turk service running in your local environment.Project mention: Open Sourced Crowdsourcing tool | reddit.com/r/opensource | 2022-10-26
One-click image sorting/labelling script
Generate documentation from annotated Ansible Playbooks and Roles
A package to read and convert object detection databases (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.Project mention: Package for object detection database management and evaluation | reddit.com/r/Python | 2022-09-13
My project is hosted on Github here: https://github.com/laclouis5/globox. Learning is a continuous and never ending process, so feel free to comment my work or propose enhancements. I hope that my modest contribution will help people that were in the same situation as me years ago!
A tool for domain based annotation with databases from the Conserved Domains DatabaseProject mention: Why do some HMMs come with a separate score table instead of embedding in as cut_ga, cut_tc, or cut_nc? | reddit.com/r/bioinformatics | 2022-06-19
What tool are you using for analyzing them? Using something like reCOGnizer (https://github.com/iquasere/reCOGnizer) gives you the bitscores and evalues in a TSV table, next to the matches
Building the epistemic web
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Python Annotation related posts
Is there any solution/software for creating text files containing tags for images?
1 project | reddit.com/r/StableDiffusion | 27 Dec 2022
Vertex AI: Is there a quick way to label images for model training?
1 project | reddit.com/r/googlecloud | 15 Dec 2022
Best open source annotation tool for NLP?
2 projects | reddit.com/r/LanguageTechnology | 10 Nov 2022
Label Studio – multi-type data labeling and annotation tool
1 project | news.ycombinator.com | 29 Oct 2022
label-studio VS upalgo-labeling - a user suggested alternative
2 projects | 18 Oct 2022
[D] What are the tools available for tagging a question-answering dataset?
1 project | reddit.com/r/MachineLearning | 6 Oct 2022
As a data scientist how do you get your images annotated?
1 project | reddit.com/r/datascience | 4 Sep 2022
A note from our sponsor - Sonar
www.sonarsource.com | 27 Jan 2023
What are some of the best open-source Annotation projects in Python? This list will help you: