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Projects

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Cartucho

Multi-language OpenCV Tutorials in Python, C++ and Java

OpenCV is an open source image processing library extensively used in C++, Python, Java and more than 15 other languages. With the big variety of...

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Anguelos

Extending the text module with deep Word-spotting CNN

This is a proposal for extending and improving the OpenCV text module. In brief I propose implementing word-level classification with deep CNN for...

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Jiri Horner

New camera model and parallel processing for stitching pipeline

Stitching pipeline is a well established code in OpenCV. It provides good results for creating panoramas from camera captured images. Main limitation...

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vludv

OpenCV dnn module enhancement

My previous GSoC project resulted in OpenCV DNN module. It was the first step towards deep neural network support in OpenCV. However, neural networks...

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VladX

Improvement of the dense optical flow algorithm

I was interested in the improvement of the current dense optical flow algorithm. My proposal is to implement parallel algorithm as the alternative to...

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Yida Wang

Deep Learning with Quantization for Semantic Saliency Detection

Semantic saliency detection be implemented based on CNN module. Quantization method described in Pete's blog for quantization will be added into...

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Tyan Vladimir

Convolutional Neural Networks for Visual Tracking

Deep Learning (DL) and especially Convolutional Neural Network (CNN) has drawn a lot of attention in last few years. At present day CNN has been...

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Alexander Bokov

Efficient dense optical flow

A very fast (up to 600Hz on 1 CPU core, excluding preprocessing) dense optical flow algorithm that outperforms the Farneback flow in terms of quality...

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MYLS

Update OpenCV file storage

Update OpenCV FileStorage OpenCV FileStorage is very convenient while using C++. I'll update it and also add more features. Aim is to add base64...

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Ambroise Moreau

Dynamic structured light in openCV

GSoc 2015 brought structured light to OpenCV and I would love to extend the module this year. Among all the available algorithms, phase-shifting...

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Edgar Riba

A Modern Deep Learning module

Nowadays, deep learning is the hip topic inside the computer vision community. Many authors have demonstrated that using deep neural networks in...

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