Segmentation and patterning of the vertebrate hindbrain

In their Review, Robb Krumlauf and David Wilkinson discuss how sharp patterns of segments and boundaries are formed during hindbrain development.

https://t.co/i4W3OClchL

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Eyes with segmental heterochromia

⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀© pellas / pixiv id 4028484

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Instance Segmentation - "Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [BCNet, CVPR 2021]" これ、凄いかも。。。 PyTorch 200MB オクルージョンを見事に解決している。。。ライセンスはMIT
https://t.co/pUdOL99gNP

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https://t.co/Tx9yTdAssC
イラストから漫画風画像を作成する画像変換モデル。
GANで一足飛びという感じではなく通常の漫画作成工程のように線画→規則的なscreentoneの貼り付け(panoptic segmentation)→不規則なscreentoneの貼り付け(mask領域推定してharftone変換)という3つの工程を使う
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Probably my single favorite GauGAN 'upscaled' game. Getting closer to real time neural nets radically transforming old media like Zelda: Ocarina of Time.

Segmentation here is way off mechanically - this specific version would be unplayable - but an emulator could do it.

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Este proyecto está muy bien porque va de rol, el texto es estupendo, aporta ideas muy buenas a las ilustraciones y es una excusa perfecta para dibujar gente chunga en lorica segmentata. ¿Qué más se puede pedir? https://t.co/Pma7dmqjGo

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Expectation-Maximization Regularized DeepLearning for Weakly Supervised Tumor Segmentatio... https://t.co/Hvu6p1D66X

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How Shift Equivariance Impacts Metric Learning for Instance Segmentation. https://t.co/15aowldNq2

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U-Noise: Learnable Noise Masks for Interpretable Image Segmentation. https://t.co/iJo786DWTH

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Self-Supervised Learning for Segmentation. https://t.co/nKSLuFD9rF

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Exactly! I was playing with gaugan one day and thought why not use 3d to render the segmentationmaps. But the is still an obvious lack of temporal coherence, hence the hyper-timelapse effect. this is how the segmentationmaps look like rendered before GauGAN.

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Looking forward to the future. An abstract artwork looking at a segmentation of the atmosphere right down to the molten heart of the earth. With a beacon of light shining through as hope.

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Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Po... https://t.co/GwUBPl9eJc

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Surgeons in history: Claude Couinaud was a French surgeon and anatomist best known for his detailed anatomic studies of the liver and was the first to describe its segmental anatomy. These anatomic facts permitted the development of hepatectomies!

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Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation. https://t.co/6rrWvMY9PX

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these are examples of good pattern/texture clashing!

in fred/miya's costumes, the segmentation of the different textures help to bolster their uniqueness (leather jacket/bodice vs. the soft textured bottoms). the belt/exposed stomach helps to draw the line between them.

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