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Top 16 Python Annotation Projects
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label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Project 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
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Project mention: Selfhosted PDF Reader with highlight support | reddit.com/r/selfhosted | 2022-08-04
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Sonar
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.
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diffgram
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 -
errant
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 -
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InfluxDB
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.
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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).
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globox
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 | 2022-09-13My 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!
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Project 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
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python Annotation related posts
- Is there any solution/software for creating text files containing tags for images?
- Vertex AI: Is there a quick way to label images for model training?
- Best open source annotation tool for NLP?
- Label Studio – multi-type data labeling and annotation tool
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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?
- As a data scientist how do you get your images annotated?
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A note from our sponsor - Sonar
www.sonarsource.com | 27 Jan 2023
Index
What are some of the best open-source Annotation projects in Python? This list will help you:
Project | Stars | |
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1 | label-studio | 11,776 |
2 | h | 2,597 |
3 | diffgram | 1,614 |
4 | errant | 353 |
5 | labelCloud | 352 |
6 | bbox-visualizer | 316 |
7 | atlas | 292 |
8 | hover | 290 |
9 | bakta | 255 |
10 | spectree | 251 |
11 | turkle | 130 |
12 | image-sorter2 | 75 |
13 | ansible-docgen | 61 |
14 | globox | 45 |
15 | reCOGnizer | 18 |
16 | vogon-web | 12 |