reunanen/devday2013-predictive-analytics-hands-on

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Created about 11 years ago
Updated about 11 years ago

reunanen/devday2013-predictive-analytics-hands-on

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Instructions and sample code for the Predictive Analytics Hands-on session at Dev Day 2013

openvslam-build-vs

Visual Studio project files for OpenVSLAM – no need to use CMake

anno

A desktop application that can be used to annotate images for semantic-segmentation purposes

cpp-marching-squares

Marching-squares algorithm ported to OpenCV (C++) from the Java implementation at http://www.tomgibara.com/computer-vision/marching-squares

tinyseg

Simple image segmentation and classification using tiny-dnn

lru-timday

LRU cache implementation in C++ by Tim Day

cpp-exclusive-lock-file

C++ RAII class to use an exclusive lock file (to prevent two instances of an application from using the same working directory, for example)

QResultImageView

Qt view to display machine vision (or other image-based) results

annonet

Train and apply semantic-segmentation neural networks based on annotations generated using anno (see https://github.com/reunanen/anno)

open-inspection-system

An open platform for building different kinds of camera-based quality control and other systems

convert-images

Batch-convert images

opencv-build-vs

Visual Studio project files for OpenCV – no need to use CMake

opencv-show-pixel-value

Display images using OpenCV so that pixel values are displayed on mouse hover.

nsis-nssm

Scripts to install and uninstall NSSM-based services using NSIS

tiling

A simple algorithm that generates a set of tiles covering a rectangle – useful in deep learning using large images, for example

split-large-anno-images

Split large training images, so that generating mini-batches is more convenient

qt-image-flood-fill

A simple flood-fill ("bucket tool") algorithm for Qt images

clipper-angus

Clipper - an open source freeware library for clipping and offsetting lines and polygons by Angus Johnson (http://www.angusj.com/delphi/clipper.php)

opencv-matey

Need to use different sized OpenCV `Mat`s, but don't want to reallocate memory over and over again? Use a `Matey`!