Haven't explored IMMARKUS yet? Now’s a great time!

• New docs w/ clearer guides and (animated) screenshots
• Multi-image annotation workbench (IIIF or local files)
• Use AI tools for fast region selection
• Build + explore your own ontology & knowledge graph
• 100% local, open source, in your browser

https://immarkus.xmarkus.org

#IMMARKUS #ImageAnnotation #IIIF #DigitalHumanities #OpenSource

#IMMARKUS update: our next release will complete the toolbox—bringing the full set of #computervision and #AI​-powered drawing tools!

• Smart Scissors – trace edges, Photoshop-style.
• Edge Snap ​​– snap to corners & lines for clean cutouts.
• Auto Select – smart one-click object selection.

Want to know more? Ping us! #IIIF #ImageAnnotation #DigitalHumanities

Boost Your ROI with Intelligent Annotation Outsourcing

Outsourcing image annotation helps AI companies scale efficiently. From autonomous vehicles to medical imaging, leveraging expert #annotation teams can accelerate project timelines and enhance model performance.

Discover how intelligent outsourcing can maximize your #AI success:

https://bit.ly/42sZLTo

#ImageAnnotation #AITraining #MachineLearning #DataAnnotation #ArtificialIntelligence #DataLabeling #Outsourcing

Fixed a bug today that makes https://liiive.now more robust on unstable connections. For those of you annotating on your commute, in the corner café, or through your neighbour’s patchy WiFi (or eduroam even!) #IIIF #ImageAnnotation #DigitalHumanities

And another one! ✂️ A smart selection tool powered by the "Intelligent Scissors" algorithm from OpenCV.js. This should make complex polygon annotation a breeze! Coming to #IMMARKUS (very) soon. #ImageAnnotation #IIIF

Image Annotation for Swiss Food Waste Assessment Solution Provider to save resources

Learn how HabileData helped a Swiss food waste assessment company improve its data accuracy with advanced image annotation. Our case study highlights the methods used to meticulously label and categorize food waste images, enhancing the client's analytical capabilities and overall efficiency.

https://shorturl.at/l3310

#DataAnnotation #ImageAnnotation #CaseStudy #DataQuality #Innovation

I'm excited! This time, it's not just a prototype: AI-powered selection tools are *actually* coming to #IMMARKUS as a feature – thanks to the great team of the #MARKUS project. #DigitalHumanities #IIIF #ImageAnnotation #Annotorious

🚀 Intro to Polygon Brush Annotation

Struggling to annotate irregular shapes or complex boundaries with polygons in your image? Enter Polygon Brush—the intersection of polygon annotation and pixel-perfect segmentation.

💡 Follow our tutorial to learn more: 🔗 https://blog.unitlab.ai/intro-to-polygon-brush-annotation/

#ImageAnnotation #ImageLabeling #DataAnnotation #AI #ML #PolygonBrush #DataLabelingTool #AutoLabeling #DatasetManagement #AITrainingData #ComputerVision

Current status: 🟩🟩🟩🟩⬜ #liiive #IIIF #ImageAnnotation #Collaboration

December 23 is launch day. Just sayin’. 🚀🔥 #liiive #IIIF #ImageAnnotation

PS: This video was taken by Spectacle, one of KDE's many pieces of home-grown software I am profoundly grateful for and love tremendously. I've never actually taken video with it before but omg can see me using this much more in future. Simplicity and Function in beautiful harmony.

#software #KDE #Spectacle #ImageAnnotation #ImageCapture #ScreenRecording

🚀 Level Up Your Image Labeling Game! 🚀

💡 Boost the efficiency of your image annotation projects? Check out our latest blog post on 7 Tips for Efficient Image Labeling!

✨ From practical advice to powerful tools, these insights will help you speed up and improve your labeling process for #ComputerVision projects.

🔥Whether you're a pro or just starting, these tips are designed to make image annotation faster!

📖 Read more: https://blog.unitlab.ai/7-tips-for-efficient-image-labeling/

#ImageAnnotation #AI #ComputerVision

Image recognition - use cases
https://www.infosearchbpo.com/bpo-news/image-recognition-use-cases/

Infosearch provides image annotation and recognition services
https://www.infosearchbpo.com/image-annotation.php

Contact Infosearch to outsource annotation services.
https://www.infosearchbpo.com/contact.php
enquiries(@)infosearchbpo(.)com

#imageRecognition #imageAnnotation #imageRecognitionUseCases #annotationServices

Working on one of these, again. #Annotorious #ImageAnnotation

What is data annotation, and why is it important for AI / ML success?
https://www.infosearchbpo.com/bpo-news/what-is-data-annotation-and-why-is-it-important-for-ai-ml-success/

Infosearch offers various annotation types (image, text, video, audio etc) and techniques (bounding boxes, polygon, cuboid etc).
https://www.infosearchbpo.com/annotation-services.php

Email us at enquiries(@)infosearchbpo(.)com to outsource your data annotation services.

#annotation #dataAnnotation #imageAnnotation #textAnnotation #videoAnnotation #annotationCompany #annotationServices

Google's ImageInWords (IIW) is a framework for creating hyper-detailed image descriptions. The process starts with object detectors and a Vision-Language Model (VLM) generating initial captions, which are then refined by human annotators. This results in a high-quality dataset of 9018 images with detailed descriptions, improving AI training for image generation and classification.

https://google.github.io/imageinwords/
#AI #MachineLearning #ImageAnnotation #ComputerVision #AIResearch

Bahai.media image annotation tutorial

https://makertube.net/videos/watch/2fba925b-1e06-40b7-9431-196640faefae

Looks like we've reached the "let's polish the UI animations" phase of development 🚀 #Recogito #ImageAnnotation #TextAnnotation

Time to share a bit of stuff I'm working on! #ImageAnnotation #Annotorious #OpenSeadragon #LinkedData

Back in the habit of... designing user interfaces for image annotation ;-) Any thoughts or ideas? Ideas #workinprogress #buildinpublic #imageannotation