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turn11's Projects

3d-object-reconstruction icon 3d-object-reconstruction

This repository consist of python code, input and output images for generating a point cloud obtained from a depth map image of a stereo image pair. Point cloud of an object allows a robot to determine coordinates of every point of that object with respect to world coordinates. It is extremely useful in humanoid robots.

3d-reconstruction-of-single-object icon 3d-reconstruction-of-single-object

Based on video clips taken around a target object, we extract salient feature points and use point cloud registration and stitching methods to rebuild the model.

3dlinedetection icon 3dlinedetection

A simple and efficient 3D line detection algorithm for large scale unorganized point cloud

adfne icon adfne

Alghalandis Discrete Fracture Network Engineering

automating-insurance-risk-assessment icon automating-insurance-risk-assessment

Involved in understanding P&C (Insurance) domain for implementing Machine Learning/Deep Learning concepts with patient information and demographic details to predict the Risk of approving insurance and cost associated with it.

auvsi-cv-pointcloud icon auvsi-cv-pointcloud

Learn how to read, load and visualize point clouds using MATLAB and pre-process the data by down sampling and de-noising. You will also learn how to apply affine transforms like translation and rotation. Finally, you will learn how to fit point clouds to geometric shapes and how to extract a region of interest from images using point clouds.

basicfunctions icon basicfunctions

This is a function that introduces skew to any type of distribution

boston icon boston

Supervised and unsupervised Machine Learning on Boston housing prices data

caffe icon caffe

Caffe: a fast open framework for deep learning.

cascade-rcnn icon cascade-rcnn

Caffe implementation of multiple popular object detection frameworks

clustering icon clustering

Clustering / Subspace Clustering Algorithms on MATLAB

cocoapi icon cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

crack_detection_cnn_masonry icon crack_detection_cnn_masonry

This GitHub Repository was produced to share material relevant to the Journal paper "Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning" by D. Dais, İ. E. Bal, E. Smyrou, and V. Sarhosis published in "Automation in Construction".

crack_segmentation icon crack_segmentation

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

cv-tricks.com icon cv-tricks.com

Repository for all the tutorials and codes shared at cv-tricks.com

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