Romain F. Laine

Romain F. Laine

lainebioimaging.bsky.social

Microscopist, bioimage analyst, data scientist, dad. Lead data scientist and AI at Abbelight!

👤 Joined on 14 November 2024

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  • 14 Kas 2024, 08:28
    🎉 Bluesky'e katıldı - İlk kullanıcı adı: @lainebioimaging.bsky.social

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❤️ Beğendiği Gönderiler

We have a position open in our core facility in the @pasteur.fr . Please share it and / or apply! forum.image.sc/t/research-e...

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🏁 That's a wrap! The @biohub.org Cell Tracking machine learning challenge on @kaggle.com is over: 4,478 participants, 3,947 teams, 120 countries, 95,438 submissions, tracking every cell of zebrafish embryos. 🧪🔬🧵 kaggle.com/competition... #microscopy

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Thank you!! 🙏

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A key design goal was to exceed the bandwidth of a saturated sCMOS camera (0.7813 GiB/s) without needing a GPU. Current benchmarking suggests my office PC should be able to handle 3. Another goal was high compression ratio: JPEG-XL lossless (effort 9) beats us by 3.7%, but we're ~1000× faster.

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Blosc2 bitshuffle + Zstd-5 beats us on speed (approximately double encode and decode), but produces files about a third larger. Nevertheless, if speed is the ultimate concern, this is probably the way to go.

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