Top Tweets for #rescale4dl
Why do lower-resolution images sometimes yield better results in deep learning for bioimaging analyses? 🤔📉
@m_g_ferreira new preprint on #ReScale4DL explores this paradox and introduces optimal resolution design! @gomez_mariscal brainchild🧑🔬✨
Check it https://t.co/44Ei1VqxT6
Delighted to share our new 🐣 work #ReScale4DL 🔬⚖️🖥️! Now available as a pre-print on bioRxiv https://t.co/jXrCa8OYcw 🥳
Did you know optimizing your AI-enhanced #BioImageAnalysis 🖥️ starts at the 🔬?
How does #PixelSize affect #DL #segmentation 🧐?
👇Want to know more?👇 (1/6)
Following the release of @m_g_ferreira and @gomez_mariscal #ReScale4DL work, Estibaliz shared her view on "FAIR and high-quality AI-ready data for bioimage analysis" on the 4-part @AI4LifeTeam webinar series in collab with @GloBIAS_✍Catch the next one at https://t.co/xNWpvVJbtc
@HenriquesLab @m_g_ferreira Numbers are nicer to discuss, so together with @Bruno_MSaraiva and @m_g_ferreira, we ran the experiments and voilà!😎There exists a bilinear relationship between models' accuracy and image resolution, meaning that a better optimisation is possible from acquisition👉#ReScale4DL🔬
🎉Congratulations to our researchers @m_g_ferreira and @gomez_mariscal for their #ReScale4DL work available on pre-print at @biorxivpreprint.🧐 Find out how down-sampling data can improve your high-resolution imaging at https://t.co/qImiroCgEy
#BioImageAnalysis #Deeplearning #DL
Delighted to share our new 🐣 work #ReScale4DL 🔬⚖️🖥️! Now available as a pre-print on bioRxiv https://t.co/jXrCa8OYcw 🥳
Did you know optimizing your AI-enhanced #BioImageAnalysis 🖥️ starts at the 🔬?
How does #PixelSize affect #DL #segmentation 🧐?
👇Want to know more?👇 (1/6)
Delighted to share our new 🐣 work #ReScale4DL 🔬⚖️🖥️! Now available as a pre-print on bioRxiv https://t.co/jXrCa8OYcw 🥳
Did you know optimizing your AI-enhanced #BioImageAnalysis 🖥️ starts at the 🔬?
How does #PixelSize affect #DL #segmentation 🧐?
👇Want to know more?👇 (1/6)
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