Image Annotation Tool — my first macOS app is now live on the Mac App Store:
apps.apple.com/us/app/image...
And for anyone curious about the companion detection project:
github.com/daviddpd/cat...
#MacOS #MachineLearning #ComputerVision #AppDevelopment #ImageAnnotation #ObjectDetection #YOLO
5 Powerful Ways Image Annotation Improves Computer Vision
Accurate and clean labels reduce noise and false positives and help models perform acceptably in real world situations.
Learn more: www.hitechbpo.com/blog/how-ima...
#computervision #imageannotation
Image Annotation Methods That Power Object Detection Models
Accurate image annotation boosts object detection with clean labels and checks
Know More: hitechdigitalsolutions.tistory.com/entry/How-to...
#ImageAnnotation #ObjectDetectionModels #AITrainingData #DataLabeling #MachineLearningWorkflow
Image annotation powers Geospatial AI by turning satellite, aerial, and drone imagery into actionable insights. From urban planning to disaster response, annotated data improves AI accuracy and decision-making.
Explore more: bit.ly/3Meo57p
#ImageAnnotation #GeospatialAI #ComputerVision #ML
Ethical image annotation ensures privacy, consent, and transparency while reducing bias in AI outputs. Fair worker treatment, diverse datasets, and human oversight help build responsible and trustworthy AI systems.
Explore more: community.nasscom.in/communities/...
#imageannotation #dataannotation
Top 10 Image Annotation Companies to Outsource in 2026
Outsourcing image annotation gives teams accurate, scalable labeled data for computer-vision projects. Expert teams ensure quality, reduce costs, and speed up AI development.
differ.blog/p/top-10-ima...
#imageannotation #dataannotation
How Fashion Image Annotation Changed the Game for a Californian Tech Company
Empower your fashion AI systems with scalable and precise annotation: hitechbpo.com/case-studies...
#fashionimageannotation #imageannotation #retail #machinelearning #aitrainingdata
🖼️🎥 New to BIIGLE? Join the BIIGLE4Beginners Workshop!
🗓️ Dec 11, 2025 | 14:00–16:00 CET | 🌐 Online
Learn end-to-end image & video annotation from #BioImaging – perfect for newcomers!
Register: www.denbi.de/training-cou...
#BIIGLE #ImageAnnotation #VideoAnnotation
Top 10 Image Annotation Companies for AI & ML Projects
Discover vendor strengths, market growth, and a checklist for choosing the right partner.
bit.ly/3K3H5ny
#AIML #ImageAnnotation #DataAnnotation #ComputerVision #ArtificialIntelligence #Technology #machinelearning
Feature alert: ✂️ #liiive just got a new tool: Photoshop-style Smart Scissors! Automatically trace shape outlines and annotate complex objects in seconds.
Try it now at liiive.now
#IIIF #ImageAnnotation
Not huge news I guess, but might be useful to some #Annotorious users: a plugin for drawing lines and polylines with (optinally) bezier curves! Ping me if you want to test. #ImageAnnotation #IIIF
Small enhancement to #IMMARKUS’ Google Vision integration: You can now choose the level of detail when importing OCR results—words, paragraphs, or full blocks.
#OCR #IIIF #ImageAnnotation #DigitalHumanities
📺DS series: Iceland
🔧 #BioProtect employs tools like autonomous #eDNA samplers and #ImageAnnotation to monitor #MarineBiodiversity and #InvasiveSpecies in Iceland's waters.
🧐Curious to learn more?
➡️bioprotect-project.eu/demonstration-sites/icel...
#MissionOcean #HorizonEU
Aaaand… we’re already experimenting with bringing MapReader outputs into our #IMMARKUS annotation tool—for validation, cleanup, correction, and further analysis. (Seen here: a map with ~2,500 transcribed labels.) #ImageAnnotation #IIIF #Annotorious
🎉 Just released #Annotorious v3.4, which brings a facelift to the drawing tools!
• Better contrast across backgrounds
• Less intrusive handles
• Add and remove polygon corners with a click
github.com/annotorious/...
#OpenSource #ImageAnnotation #JavaScript #IIIF
Want a peek at #liiive, my collaborative image annotation tool?
I gave a demo + overview during last month’s #IIIF Community Call. Catch the recording here: youtu.be/MaN2UaRkbdk ⏱️ Demo starts at ~11:00
#DigitalHumanities #Collaboration #Annotation #ImageAnnotation
The "smart scissors" selection tool in action: easily traces edges in the image by hovering over them with your mouse.
Screenshot of the IMMARKUS knowledge graph browsing interface.
Screenshot of IMMARKUS' main work area: the multi-image annotation view, with three images open and the annotation list in the right sidebar.
Haven't explored #IMMARKUS yet? Now’s a great time!
• New docs & screenshots
• Annotate images (local or IIIF)
• AI tools for faster annotating
• Build your own ontology & knowledge graph
• Open source, works in your browser
immarkus.xmarkus.org
#ImageAnnotation #IIIF #DigitalHumanities
Macgence provides precise, scalable image annotation services with human-in-the-loop precision to enhance your AI and computer vision projects.
macgence.com/blog/image-a...
#AI #MachineLearning #ImageAnnotation #ComputerVision #DataAnnotation #HITL #Macgence
Fixed a bug today that makes 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! #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
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 at @infralives.bsky.social. #DigitalHumanities #IIIF #ImageAnnotation #Annotorious
Screenshot from Github, showing that progress on the current "Launch" milestone is at 84%.
Current status: 🟩🟩🟩🟩⬜ #liiive #IIIF #ImageAnnotation #Collaboration
Announcement image for the upcoming launch of liiive, my collaborative IIIF annotation service.
December 23 is launch day. Just sayin’. 🚀🔥 #liiive #IIIF #ImageAnnotation
Back in the habit of... designing user interfaces for image annotation ;-) Any thoughts or ideas? Ideas #workinprogress #buildinpublic #imageannotation
