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ZOiS<p>For many in academia, the Easter holidays are a time to reflect, spend time outdoors and with loved ones, returning to their jobs rested and productive. For Ukrainian scholars it is not that simple. A collective piece by ZOiS' <a href="https://wisskomm.social/tags/UNET" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNET</span></a> researchers on the concept of <a href="https://wisskomm.social/tags/SlowScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SlowScience</span></a> and the obstacles they navigate daily is now out on TRAFO – Blog ⤵️ <br><a href="https://trafo.hypotheses.org/56755" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">trafo.hypotheses.org/56755</span><span class="invisible"></span></a></p>
ZOiS<p>Drei Jahre nach Russlands vollumfänglichem Angriff auf die <a href="https://wisskomm.social/tags/Ukraine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ukraine</span></a> folgt die Wissensproduktion zu Osteuropa noch immer vorwiegend Vorkriegsmustern, stellt Soziologin Nataliia Otrishchenko, <a href="https://wisskomm.social/tags/UNET" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNET</span></a> Fellow am ZOiS, fest. Im neuen <a href="https://wisskomm.social/tags/ZOiS_Spotlight" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ZOiS_Spotlight</span></a> erörtert sie, wie institutioneller Wandel gelingen kann.<br><a href="https://www.zois-berlin.de/publikationen/zois-spotlight/wissensluecken-ueber-die-ukraine-schliessen" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">zois-berlin.de/publikationen/z</span><span class="invisible">ois-spotlight/wissensluecken-ueber-die-ukraine-schliessen</span></a></p>
Saaste<p>Olin unohtanut eilen laittaa herätysvalon herättämään, joten vedin aamulla unta kuulaan aina siihen asti, kunnes puoliso alkoi kolistella kylpyhuoneessa.</p><p>Jatkuvien univaikeuksien kanssa taistelleena tällaiset yli yhdeksän tunnin unet tuntuvat ihan vieraalta todellisuudelta 🤩</p><p>Pieni piikki lihassa oli se, että näin ihan sekopäisiä unia, joista pari oli painajaisia. Edes se ei vähennä sitä, kuinka suuri merkitys tällaisilla öillä on ☺️ </p><p><a href="https://mementomori.social/tags/nukkuminen" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nukkuminen</span></a> <a href="https://mementomori.social/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a> <a href="https://mementomori.social/tags/univaikeudet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>univaikeudet</span></a> <a href="https://mementomori.social/tags/unettomuus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unettomuus</span></a></p>
ZOiS<p>'These cooperative approaches are particularly prominent in crisis management and humanitarian efforts, where female-led initiatives often focus on relational strategies that foster trust and social cohesion. This is especially relevant in veterans’ reintegration efforts, where psychological support also plays a crucial role.'</p><p><a href="https://wisskomm.social/tags/UNET" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNET</span></a> Fellow Hanna Shvindina describes how the increase in women in leadership positions is changing <a href="https://wisskomm.social/tags/Ukraine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ukraine</span></a> in the new <a href="https://wisskomm.social/tags/ZOiS_Spotlight" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ZOiS_Spotlight</span></a>.<br><a href="https://www.zois-berlin.de/en/publications/zois-spotlight/female-leadership-in-times-of-crisis-a-force-for-resilience-and-recovery" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">zois-berlin.de/en/publications</span><span class="invisible">/zois-spotlight/female-leadership-in-times-of-crisis-a-force-for-resilience-and-recovery</span></a></p>
ZOiS<p>"Kooperative Ansätze sind besonders im Krisenmanagement von Bedeutung, wo sich von Frauen geleitete Initiativen häufig auf Beziehungsstrategien konzentrieren, die Vertrauen fördern. Dies ist besonders bei der Wiedereingliederung von Veteranen von Bedeutung." </p><p><a href="https://wisskomm.social/tags/UNET" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNET</span></a> Fellow Hanna Shvindina beschreibt im <a href="https://wisskomm.social/tags/ZOiS_Spotlight" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ZOiS_Spotlight</span></a>, wie der Zuwachs an Frauen in Führungspositionen in die <a href="https://wisskomm.social/tags/Ukraine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ukraine</span></a> verändert.<br><a href="https://www.zois-berlin.de/publikationen/zois-spotlight/weibliche-fuehrung-in-krisenzeiten-eine-kraft-fuer-resilienz-und-wiederaufbau" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">zois-berlin.de/publikationen/z</span><span class="invisible">ois-spotlight/weibliche-fuehrung-in-krisenzeiten-eine-kraft-fuer-resilienz-und-wiederaufbau</span></a></p>
neuralrow<p>Hi Everyone,<br>Check out this video by Oke Eniifeoluwa 🔥<br>Also, like and subscribe for more updates.<br>👉 👉 👉 <a href="https://www.youtube.com/watch?v=afDBaTvb2zc&amp;ab_channel=NeuralRow" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/watch?v=afDBaTvb2z</span><span class="invisible">c&amp;ab_channel=NeuralRow</span></a></p><p><a href="https://mastodon.social/tags/NeuralRow" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuralRow</span></a> <a href="https://mastodon.social/tags/UNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNet</span></a> <a href="https://mastodon.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAI</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/UNetplusplus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNetplusplus</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/PyTorch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PyTorch</span></a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://mastodon.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLearning</span></a> <a href="https://mastodon.social/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuralNetworks</span></a></p>
Veera Laukkarinen<p>Näin unta ja se oli ärsyttävä. Ja siinä ärsytti kaikki asiat. </p><p>Asuntokaupoilla minua kiinnosti asuntoa enemmän ostamani omena, josta huomasin sitten siinä hintalapussa lukevan omenan sijasta appelsiini. Omena maksoi pari euroa. Otin omenasta kuvan iPhonella todistusaineistoa varten. 😠🙄</p><p>Sen jälkeen selvittelin tietokoneessa ollutta ongelmaa. Joku tai jokin oli yrittänyt kaapata koneen. Samalla kun selvittelin ongelmaa niin mun selän takana olevan ihmisen sormi pyöri siinä näytön edessä osoittelemassa ongelmakohtia ja samalla takaa kuului vain toistuvasti ja häiritsevästi ”paina tosta”. Mun teki mieli huutaa ”Mee vittuun sen sormes kanssa! Mä en pysty ajattelemaan!!” 🤬🤬</p><p>Sitten heräsin. Mulle riitti. </p><p><a href="https://mementomori.social/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a></p>
feitgemel<p>How to segment X-Ray lungs using U-Net and Tensorflow</p><p>You can find link for the code in the blog : <a href="https://eranfeit.net/how-to-segment-x-ray-lungs-using-u-net-and-tensorflow/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">eranfeit.net/how-to-segment-x-</span><span class="invisible">ray-lungs-using-u-net-and-tensorflow/</span></a></p><p>Check out our tutorial here : <a href="https://youtu.be/-AejMcdeOOM&amp;list=UULFTiWJJhaH6BviSWKLJUM9sg" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/-AejMcdeOOM&amp;list=UULF</span><span class="invisible">TiWJJhaH6BviSWKLJUM9sg</span></a></p><p>Enjoy<br>Eran</p><p><a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://mastodon.social/tags/openCV" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>openCV</span></a> <a href="https://mastodon.social/tags/TensorFlow" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TensorFlow</span></a> <a href="https://mastodon.social/tags/ImageSegmentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImageSegmentation</span></a> <a href="https://mastodon.social/tags/Unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Unet</span></a> <a href="https://mastodon.social/tags/Resunet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Resunet</span></a> <a href="https://mastodon.social/tags/Segmentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Segmentation</span></a></p>
Stedi :bassguitar:🎸🎼🐦🚴<p>Seistiin jollain epämääräisellä porukalla Herttoniemen Erätorilla ja siinä oli Trumppi jotain posmottamassa. Sitten se sanoi mulle, että mennään tuohon pankin nurkalle istumaan kun se on hänen vakiopaikkansa. Mentiin. Siinä oli ränsistynyt puutarhapöytä, jossa kasvoi vähän sammalta, putsasin sitä pois, jotta saatiin shakkilauta laitettua pöydälle. Piti alkaa pelata, mutta sitten heräsin. </p><p>...tanan ukko tunkee jo uniin 🤢 </p><p><a href="https://mementomori.social/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a></p>
Niko-olio<p>Näin viime yönä unta, jossa Yleltä (joillekin) tuttu Gogi oli työkaverin isä ja asusti mun edesmenneiden isovanhempien talossa. Sinänsä mielenkiintoista, että Gogi on wikipedian mukaan syntynyt -87, on siis mua vuoden nuorempi, eikä taas työkaverini ole niin paljon mua nuorempi, että voisin isänsä olla. Voi jeesus näitä, aivan mahtavaa 😂 <a href="https://mementomori.social/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a> <a href="https://mementomori.social/tags/unihommat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unihommat</span></a> <a href="https://mementomori.social/tags/mit%C3%A4VittuaAivot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mitäVittuaAivot</span></a></p>
ZOiS<p>Calling researchers from <a href="https://wisskomm.social/tags/Ukraine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ukraine</span></a>: Would you like to become part of the Ukraine Research Network@ZOiS (<a href="https://wisskomm.social/tags/UNET" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNET</span></a>)? Fellowship applications for 2025/2026 are open! <br>Find the details here: <a href="https://www.zois-berlin.de/ueber-uns/stellenausschreibungen/bmbf/zois-fellowships-for-ukrainian-scholars" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">zois-berlin.de/ueber-uns/stell</span><span class="invisible">enausschreibungen/bmbf/zois-fellowships-for-ukrainian-scholars</span></a></p>
Gabriel Korpi<p>Kummia juttuja. En ole koskaan käynyt Yhdysvalloissa (eikä nykymeiningillä näytä että olisin ajateltavassa tulevaisuudessa menossakaan), mutta näen aina joskus unta Chicagosta, siis samoin kuin jostain lapsuuden tutusta paikasta. Nyt kun on katsonut Bearia, maisemista tulee taas unenomainen, outo fiilis. </p><p>Ehkä olen edellisessä elämässä ollut hyvä chicagolainen rotta tai torakka.</p><p>Tai sitten olen vain tuijottanut niin voimallisesti Hill Street Bluesia &amp; Blues Brothersia.</p><p><a href="https://mas.to/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a> <a href="https://mas.to/tags/leffat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>leffat</span></a> <a href="https://mas.to/tags/theBear" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>theBear</span></a></p>
feitgemel<p>Medical Melanoma Detection | TensorFlow U-Net Tutorial using Unet</p><p>Check out our tutorial here : <a href="https://youtu.be/P7DnY0Prb2U&amp;list=UULFTiWJJhaH6BviSWKLJUM9sg" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/P7DnY0Prb2U&amp;list=UULF</span><span class="invisible">TiWJJhaH6BviSWKLJUM9sg</span></a></p><p>My blog : <a href="https://eranfeit.net/blog/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">eranfeit.net/blog/</span><span class="invisible"></span></a></p><p>Enjoy<br>Eran</p><p><a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://mastodon.social/tags/openCV" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>openCV</span></a> <a href="https://mastodon.social/tags/TensorFlow" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TensorFlow</span></a> <a href="https://mastodon.social/tags/Deeplearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Deeplearning</span></a> <a href="https://mastodon.social/tags/ImageSegmentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImageSegmentation</span></a> <a href="https://mastodon.social/tags/Unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Unet</span></a> <a href="https://mastodon.social/tags/Resunet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Resunet</span></a></p>
Caladran (Mervi) 🏳️‍🌈 ✍️<p>Taas yksi vanha, häiritsevä uni. Ainoa positiivinen asia siitä on ujo muunneltu lihansyöjäkasvi. Jos sille sanoi hei, se meni suppuun. xD Se oli aika isokin.</p><p><a href="https://mementomori.social/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a></p>
Caladran (Mervi) 🏳️‍🌈 ✍️<p>Näin viime yönä unta, että olin jollain taide kurssilla. Meidän piti piirtää tusseilla, mutta omat oli hukassa. Sitten katsottiin latinalaista kirjaa, jota en ole koskaan nähnytkään. Siinä oli tekstiä ja kuvioita.</p><p><a href="https://mementomori.social/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a></p>
Tommi Nieminen<p>Ja myös <a href="https://mastodontti.fi/tags/Facebook" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Facebook</span></a>-muisto unesta samoin kuuden vuoden takaa: ”Unessa kävin junassa, jossa jonkin <a href="https://mastodontti.fi/tags/aikadilataatio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>aikadilataatio</span></a>-ilmiön takia äänen nopeus oli muuttunut. Ihmiset yrittivät puhua h-i-t-a-a-s-t-i mutta lähes kaikilla pitkät ja lyhyet äänteet menivät päinvastoin. Minä asiaa tutkineena osasin paremmin, kävi ilmi junassa tehtyjä äänitteitä toistettaessa, mutta minäkään en saanut onnistumaan luontevaa puhetempoa.” <a href="https://mastodontti.fi/tags/unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unet</span></a></p>
💧🌏 Greg Cocks<p>Extensibility Of U-Net Neural Network Model For Hydrographic Feature Extraction And Implications For Hydrologic Modeling<br>--<br><a href="https://doi.org/10.3390/rs13122368" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.3390/rs13122368</span><span class="invisible"></span></a> &lt;-- shared paper<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuralnetwork</span></a> <a href="https://techhub.social/tags/Unet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Unet</span></a> <a href="https://techhub.social/tags/featureextraction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>featureextraction</span></a> <a href="https://techhub.social/tags/hydrography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hydrography</span></a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hydrology</span></a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>water</span></a> <a href="https://techhub.social/tags/automation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>automation</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/surfacewater" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>surfacewater</span></a> <a href="https://techhub.social/tags/NHD" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NHD</span></a> <a href="https://techhub.social/tags/bluelines" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bluelines</span></a> <a href="https://techhub.social/tags/topography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>topography</span></a> <a href="https://techhub.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>deeplearning</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificialintelligence</span></a> <a href="https://techhub.social/tags/LiDAR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LiDAR</span></a> <a href="https://techhub.social/tags/ifSAR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ifSAR</span></a> <a href="https://techhub.social/tags/elevation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>elevation</span></a> <a href="https://techhub.social/tags/topography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>topography</span></a> <a href="https://techhub.social/tags/ANN" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ANN</span></a> <a href="https://techhub.social/tags/HPC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HPC</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>modeling</span></a> <a href="https://techhub.social/tags/trainingdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trainingdata</span></a> <a href="https://techhub.social/tags/Alaska" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Alaska</span></a> <a href="https://techhub.social/tags/USA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>USA</span></a> <a href="https://techhub.social/tags/watersheds" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>watersheds</span></a> <a href="https://techhub.social/tags/DTM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DTM</span></a> <a href="https://techhub.social/tags/DSM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DSM</span></a> <a href="https://techhub.social/tags/DEM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DEM</span></a> <a href="https://techhub.social/tags/routing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>routing</span></a> <a href="https://techhub.social/tags/network" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>network</span></a> <a href="https://techhub.social/tags/D8" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>D8</span></a> <a href="https://techhub.social/tags/maps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>maps</span></a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opendata</span></a> <a href="https://techhub.social/tags/3dep" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>3dep</span></a> <a href="https://techhub.social/tags/elevation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>elevation</span></a> <a href="https://techhub.social/tags/topography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>topography</span></a> <a href="https://techhub.social/tags/USGS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>USGS</span></a></p>
Muhammad Waseem<p>My first Kaggle notebook on semantic segmentation with U-Net<br><a href="https://www.kaggle.com/code/muhammadwasee/u-net-segmentation" rel="nofollow noopener" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">kaggle.com/code/muhammadwasee/</span><span class="invisible">u-net-segmentation</span></a></p><p>It is also available on GitHub<br><a href="https://github.com/hwaseem04/unet" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">github.com/hwaseem04/unet</span><span class="invisible"></span></a> along with notes for the U-Net paper</p><p>Special thanks to <span class="h-card"><a href="https://mastodon.social/@SebRaschka" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>SebRaschka</span></a></span> <br>for his amazing ML with PyTorch book for building my PyTorch foundations</p><p><a href="https://sigmoid.social/tags/PyTorch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PyTorch</span></a> <a href="https://sigmoid.social/tags/UNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNet</span></a> <a href="https://sigmoid.social/tags/SemanticSegmentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SemanticSegmentation</span></a> <a href="https://sigmoid.social/tags/carvana" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>carvana</span></a> <a href="https://sigmoid.social/tags/kaggle" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kaggle</span></a> <a href="https://sigmoid.social/tags/github" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>github</span></a></p>
Albert Cardona<p>"CartoCell, a high-throughput pipeline for accurate 3D image analysis, unveils cell morphology patterns in epithelial cysts" by Andrés-San Román et al. 2023 from <span class="h-card"><a href="https://paquita.masto.host/@lmescu" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>lmescu</span></a></span>'s lab</p><p>Learns from high-resolution images how to segment well on low-resolution imagery–hence the high-throughput.</p><p>Applies a 3D ResU-Net network to transform fluorescence images into segmented cells. And blows the competition out of the Petri dish!</p><p><a href="https://mathstodon.xyz/tags/DevBio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevBio</span></a> <a href="https://mathstodon.xyz/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mathstodon.xyz/tags/UNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UNet</span></a> <a href="https://mathstodon.xyz/tags/CellBiology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CellBiology</span></a> <a href="https://mathstodon.xyz/tags/ImageProcessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImageProcessing</span></a> <a href="https://mathstodon.xyz/tags/CartoCell" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CartoCell</span></a></p>