Optical Flow related Tutorials

Optical Flow Estimation using a Spatial Pyramid Network   spynet    本文将经典的 spatial-pyramid formulation 和 deep learning 的方法相结合,以一种 coarse to fine approach,进行光流的计算.This estiamates large motions in a coarse to fine approach by warping one image of a pai

  Video Frame Synthesis using Deep Voxel Flow 论文笔记 arXiv    摘要:本文解决了模拟新的视频帧的问题,要么是现有视频帧之间的插值,要么是紧跟着他们的探索.这个问题是非常具有挑战性的,因为,视频的外观和运动是非常复杂的.传统 optical-flow-based solutions 当 flow estimation 失败的时候,就变得非常困难:而最新的基于神经网络的方法直接预测像素值,经常产生模糊的结果. 于是,在此motivation的基

  转自:https://github.com/ritchieng/the-incredible-pytorch   The Incredible PyTorch What is this? This is inspired by the famous Awesome TensorFlow repository where this repository would hold tutorials, projects, libraries, videos, papers, books and an

  Awesome Machine Learning  A curated list of awesome machine learning frameworks, libraries and software (by language). Inspired by awesome-php. If you want to contribute to this list (please do), send me a pull request or contact me @josephmisiti A

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  Awesome Deep Vision  A curated list of deep learning resources for computer vision, inspired by awesome-php and awesome-computer-vision. Maintainers - Jiwon Kim, Heesoo Myeong, Myungsub Choi, Jung Kwon Lee, Taeksoo Kim We are looking for a maintain

Awesome Deep Learning  Table of Contents Free Online Books Courses Videos and Lectures Papers Tutorials Researchers WebSites Datasets Frameworks Miscellaneous Contributing Free Online Books Deep Learning by Yoshua Bengio, Ian Goodfellow and Aaron Cou