The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →
Top 17 image-annotation Open-Source Projects
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label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
14. LabelStudio by Human Signal | Github | tutorial
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Project mention: labelme VS anylabeling - a user suggested alternative | libhunt.com/r/labelme | 2023-04-15 -
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.
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13Another 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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Project mention: Need help identifying a good open source data annotation tool | /r/computervision | 2023-12-07
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coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13For instance, the COCO Annotator is a web-based image annotation tool tailored for the COCO dataset format, allowing collaborative labeling with features like attribute tagging and automatic segmentation. Similarly, Label Studio offers an easy-to-use interface for bounding box object labeling in images.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Universal Data Tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
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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.
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autodistill
Images to inference with no labeling (use foundation models to train supervised models).
Roboflow | Open Source Software Engineer, Web Designer / Developer, and more. | Full-time (Remote, SF, NYC) | https://roboflow.com/careers?ref=whoishiring0224
Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment.
Over 250k engineers (including engineers from 2/3 Fortune 100 companies) build with Roboflow. We now host the largest collection of open source computer vision datasets and pre-trained models[2]. We are pushing forward the CV ecosystem with open source projects like Autodistill[3] and Supervision[4]. And we've built one of the most comprehensive resources for software engineers to learn to use computer vision with our popular blog[5] and YouTube channel[6].
We have several openings available but are primarily looking for strong technical generalists who want to help us democratize computer vision and like to wear many hats and have an outsized impact. Our engineering culture is built on a foundation of autonomy & we don't consider an engineer fully ramped until they can "choose their own loss function". At Roboflow, engineers aren't just responsible for building things but also for helping us figure out what we should build next. We're builders & problem solvers; not just coders. (For this reason we also especially love hiring past and future founders.)
We're currently hiring full-stack engineers for our ML and web platform teams, a web developer to bridge our product and marketing teams, several technical roles on the sales & field engineering teams, and our first applied machine learning researcher to help push forward the state of the art in computer vision.
[1]: https://roboflow.com/?ref=whoishiring0224
[2]: https://roboflow.com/universe?ref=whoishiring0224
[3]: https://github.com/autodistill/autodistill
[4]: https://github.com/roboflow/supervision
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I saw that there was a react fork for a recogito-pdf, but implementing react into my already established app now seems like it would introduce an undesirable level of complexity. Importantly, I also haven't used react before and am not sure how I would integrate this if I wanted to right now.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
image-annotation related posts
- Need help identifying a good open source data annotation tool
- Label Studio: Open-Source Data Labeling Platform
- Best (quickest) way to annotate images for whole-image classification?
- Label Studio – Free multi-type data ML labeling and annotation tool
- OKENYO - Eyes to the Sky
- Way to label yolov7 images fast
- [D] Choosing the image labeling tool
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source image-annotation projects? This list will help you:
Project | Stars | |
---|---|---|
1 | ShareX | 27,372 |
2 | label-studio | 16,127 |
3 | labelme | 12,135 |
4 | cvat | 11,210 |
5 | awesome-data-labeling | 3,409 |
6 | make-sense | 2,932 |
7 | coco-annotator | 2,000 |
8 | Universal Data Tool | 1,871 |
9 | diffgram | 1,781 |
10 | labelbox-custom-labeling-apps | 1,741 |
11 | autodistill | 1,457 |
12 | bbox-visualizer | 372 |
13 | VIAME | 262 |
14 | deeplabel | 203 |
15 | DarkMark | 141 |
16 | image-sorter2 | 83 |
17 | recogito-react-pdf | 39 |