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Posts by Aitor González-Marfil

🚨Alô #bsky and #microscopy community, we got #ReScale4DL, our new work in
@aiopticalbiolab.bsky.social
, out today!😍 🥳
We present the #imageresolutionparadox phenomenon for #DL-results 🤓
👇Check it out!!

1 year ago 27 9 1 3

But there are no restrictions on its use! Feel free to experiment with other types of data and see what works for you. 🚀

1 year ago 2 1 0 0

DINOSim was created to provide a functional tool for environments with limited resources, little data, no labels, or no access to large model training, a common challenge in many biomedical labs.

1 year ago 2 1 1 0
Preview
GitHub - AAitorG/napari-dinoSim: This repository provides DinoSim, a method that leverages the DINOv2 foundation model for zero-shot object detection and segmentation in bioimage analysis. DinoSim use... This repository provides DinoSim, a method that leverages the DINOv2 foundation model for zero-shot object detection and segmentation in bioimage analysis. DinoSim uses pretrained DINOv2 embeddings...

If you want to try DINOSim, we’ve developed an open-source Napari plugin! 🖥✨

🔹 Easy segmentation: Just drag an image, click on an object, and you're done!

We’d love your feedback and contributions. Check it out!
🔗 github.com/AAitorG/napa...

1 year ago 2 1 1 0
DINOSim workflow simplified

DINOSim workflow simplified

My first preprint is out!
"DINOSim: Zero-Shot Object Detection and Semantic Segmentation on Electron Microscopy Images" 🔬✨

🔗: doi.org/10.1101/2025...

1 year ago 12 4 1 1
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A few months ago, I had the opportunity to present my project, DINOSim, at #SPAOM2024. It was an incredible experience where I had the opportunity to meet and share ideas with many amazing people.

1 year ago 2 0 0 0
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Okay so this is so far the most important paper in AI of the year

1 year ago 23 1 2 0
BiaPy GUI: Import models from the BioImage Model Zoo
BiaPy GUI: Import models from the BioImage Model Zoo YouTube video by BiaPy

🆕 Now that the bugs have been fixed 🙃, we have a new video 📹 tutorial on how to import pretrained models from the BioImage Model Zoo 🦒 into your #BiaPy workflow using our friendly GUI 🖥️, by @iarganda.bsky.social:

youtu.be/Zq50Ew1s8ag

1 year ago 12 7 0 0