Does anybody have experience with #DeepLabCut and a workflow including #GoogleCollab?
I'm looking at the documentation and feeling a bit lost.
Super extra plus points if you have used a pre-trained #ModelZoo and annotated extra frames for better performance.
@ecologies #AnimalBehavior #AnimalBehaviour #ComputerVision @academicchatter
#computervision #animalbehaviour #animalbehavior #ModelZoo #GoogleCollab #DeepLabCut
Introduction time for me, an #EU funded science project called #AI4Life.
TL;DR: we build a #ModelZoo (bioimage.io) to facilitate #DeepLearning based image data processing on #microscopy data obtained in a #LifeScience context. Why? Because it is important to make the most out of all the amazing data out there!!!
Our 10-partner consortium will build an open, accessible, community-driven repository of #FAIR pretrained #AI models and develop services to deliver these models to life scientists, including those without substantial computational expertise. #AI4Life will provide direct support and ample training activities to prepare life scientists for responsible use of #AI methods. Additionally, #AI4Life will drive community contributions of new models and interoperability between analysis tools. #AI4Life will also facilitate #OpenCalls and public #Challenges aimed at providing state-of-the-art solutions to unsolved image analysis problems in life science research.
#AI4Life brings together #AI/#ML researchers, developers of #OpenSource image analysis tools, providers of European-scale storage and compute services, and European life science #ResearchInfrastructures -- all united behind the common goal to enable life scientists to benefit from the untapped, tremendous power of AI-based analysis methods.
Check out our model zoo at bioimage.io… #joinus
#ai #eu #ai4life #ModelZoo #deeplearning #microscopy #lifescience #fair #OpenCalls #challenges #opensource #ResearchInfrastructures #joinus