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Creating a local screen overlay for streaming (OBS
My new computer has a larger screen than the last one. It’s great, except it no longer matches the typical 1920×1080 streaming dimensions. I can’t adjust those dimensions without suffering scaling iss …阅读全文 -
Large-Scale Product Image Recognition with Cloud T
Customers all over the world use eBay to buy and sell all kinds of products. With more than one billion product listings on eBay, it is essential for eBay to use cutting-edge AI to help everyone find …阅读全文 -
Custom implementation of “GrabCut”: interactive fo
My implementation of Grabcut: Interactive foreground extraction using iterated graph cuts, ACM SIGGRAPH 2004 , without border matting. Dependencies Python 3.6 OpenCV …阅读全文 -
ARM64 Kernel Image Mapping的变化
随着linux的代码更新，阅读linux-4.15代码，从中发现很多与众不同的地方。之所以与众不同，就是因为和我之前从网上博客或者书籍中看到的内容有所差异。 当然了，并不是为了表明书上或者博客的观点是错误的。而是因为linux代码更新的太快，网上的博客和书籍跟不上linux的步伐而已。究竟是哪些发生了差异了？例如 ：kernel image映射区域从原来的linear mapping region …阅读全文 -
google cloud - image 与 snapshot的区别
这几天我在忙着迁移,对这个东东也看的有点儿懵 参考: https://stackoverflow.com/questions/27290731 /google-compute-engine-what-is-the-difference-between-disk-snapshot-and-disk- ima 查了一下. 区别如下: 都可以备份,还原系统. image: …阅读全文 -
Using Deep Learning to Facilitate Scientific Image
Posted by Samuel Yang, Research Scientist, Google Accelerated Science Team
Many scientific imaging applications, especially microscopy, can produce
terabytes of data per day. These applications can
…阅读全文
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Semantic Image Segmentation with DeepLab in Tensor
Posted by Liang-Chieh Chen and Yukun Zhu, Software Engineers, Google Research
Semantic image segmentation, the task of assigning a semantic label, such as
“road”, “sky”, “person”, “dog”, to every p
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神经网络图像输入的 resize 问题
这个标题在我的博客后台躺了快一年了，但一直没想好该怎么写。主要是没有深入地去研究这里面的问题，就随便谈谈一点粗浅的认知吧。这些认知可能不对，仅供参考，并且欢 迎批评。 一、 不同的 resize 方式对最终的结果有一定的影响，尤其是用随机图片评估时会更加明显。 看似用的是同一个神经网络，同一个训练集，但在输入的处理上仍然会有各种不同。比如 Inception 要求 299x2 …阅读全文 -
Introducing the CVPR 2018 Learned Image Compressio
Posted by Michele Covell, Research Scientist, Google Research Image compression is critical to digital photography — without it, a 12 megapixel image would take 36 megabytes of storage, making most …阅读全文 -
Introducing NIMA: Neural Image Assessment
Posted by Hossein Talebi, Software Engineer and Peyman Milanfar Research
Scientist, Machine Perception Quantification of image quality and aesthetics
has been a long-standing problem in image proce
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