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Name: Robert Grzelka
Type: User
Location: Sweden, Gotheborg
Name: Robert Grzelka
Type: User
Location: Sweden, Gotheborg
Algorithms & Data structures in C++.
An Example of CNN on MNIST dataset
This is my Thesis. In this project we implemented and studied an Animal Detection System, aiming at both high detection accuracy and computational efficiency. Specifically, we propose a two-stage detection method. The reason we employ two machine learning algorithms is the reduction of the false-positive rate and the execution time required for the multi-scale detection procedure of an input image. In the first stage, we use the Histogram of Oriented Gradient (HOG) [1] descriptor and a Support Vector Machine (SVM) [2] classifier that provides the next stage with a set of regions of interest (ROI) containing target animals and other false positive targets. Subsequently, the second stage, rejects the false positive ROIs by using a Convolutional Neural Network (CNN) [3] classifier. To train and evaluate the animal detector, we use CIFAR-10 dataset [7]. The purpose of this method was to detect animals from images and videos captured in natural scenes. For our experiments we used deers as the animal of choice.
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Apt-cyg, an apt-get like tool for Cygwin
An Arduino and Python powered radar built using HF Ultrasonic sensors to map out surrounding obstacles onto a radar map using Python.
Curated list of awesome AI resources about embedded and mobile devices
Semantic branching model.
All Algorithms implemented in C++
[UNMAINTAINED] 非监督特征学习与深度学习中文教程,该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程,该门课程在网易云课堂上也有一个配有中文字幕的版本。
Simple C++ reader for CIFAR-10 dataset
CMake Cookbook recipes.
Convolutional Neural Networks Assignments
Shows how to implement context-aware APIs in different languages.
Convex hull algorithms
Demonstration of a working convolutional neural network using the CIFAR-10 dataset. Written in Qt/C++.
Notes and homework for Coursera's "Algorithms" online class :books:
UCLA CS 180
My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition
cs231n assignments
Completed the CS231n 2017 spring assignments from Stanford university
Public facing notes page
My implementations of cs231n 2017
Automatically exported from code.google.com/p/cuda-convnet2
CUDA CLion starter project template, with simple vector addition code.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.