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元になるSegmentation画像と生成画像の実例
以前は512x512だった物がGauGAN2では縦横2倍の1024x1024に強化されていて、生成される画像の精密さもかなり上がってます🙄

0 1
2022-01-21

Efficient graph-based image segmentationを使ってセグメンテーションを試してみたけれど、概ねの傾向は反映できてそうな感じ…？

１枚目：元画像
２枚目：セグメンテーション画像

0 6
2021-12-02

Sooo... turns out trying to separate a cave system into rooms is challenging. Here's an attempt with K-means, which doesn't work at all.

Tried a normal-based approach as well, which just separates out the floor from the walls.

Any ideas?

6 7
2021-11-19

Hair segmentation

0 4
2021-11-17

Updated Version! Had to fix some missing segmentations on the legs!

0 2
2021-11-15

Yea I def see the polynian style ball jointed limbs going around. In said redesign I tried going for something else and took inspiration from the CAST race from Phantasy Star Online 2 wherein the joints are semi-internal but there's still some visible segmentation:

2 7
2021-10-30

Segmentation is naturally occurring in nature, so why not in space?

1 1
2021-10-20

[Comics] Importance of segmentation
-It’s lion
(Quickly lying down pretending dead)
-Do you like to lie down and watch sky and clouds?
-Like… You
-awesome. I like you too.
-You like too?
Cr 炭烤兔爪真好恰

129 410
2021-09-08

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

27 94
2021-08-10

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

17 133
2021-04-17

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
(1/3)

8 37
2021-03-20

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.

13 108
2021-03-04

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

2 4
2021-01-18

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

5 6
2021-01-18

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

3 16
2021-01-17

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.

0 2
2021-01-16

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.

1 2
2021-01-16

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

0 8
2020-12-25

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

0 10
2020-12-14