Christos KyrkouDeepCamera: Following Targets Without Bounding Boxes… End-to-end active visionThis work proposes a supervised learning technique to control active cameras with Deep Convolutional Neural Networks to go directly from…Mar 13, 2021Mar 13, 2021
Christos KyrkouCounting from the Air: Vehicle counting per Lane from on board a UAV for real-time traffic…“The flexibility and cost efficiency of traffic monitoring using Unmanned Aerial Vehicles (UAVs) has made such a proposition an attractive…Dec 2, 2019Dec 2, 2019
Christos KyrkouChanging input size of pre-trained models in KerasKeras is a useful API for deep learning that also includes various pretrained models that you can used for transfer learning.Aug 20, 20196Aug 20, 20196
Christos KyrkouTraining a deep-learning classifier for aerial top view detection of vehiclesDeep learning approaches have demonstrated state-of-the-art performance in various computer vision tasks such as object detection and…Mar 27, 20183Mar 27, 20183
Christos KyrkouUDACITY SDCE Nanodegree Term 3 — Project 2: Advanced Deep Learning and Semantic SegmentationThe objective of this project is to label pixels corresponding to road in images using a Fully Convolutional Network (FCN).Dec 27, 20171Dec 27, 20171
Christos KyrkouUDACITY SDCE Nanodegree Term 3 — Project 1: Path PlanningThe goal of this project was to design a path planner that is able to create smooth, safe paths for the car to follow along a 3-lane…Dec 25, 2017Dec 25, 2017
Christos KyrkouObject Detection Using Local Binary PatternsLBPs are local patterns that describe the relationship between a pixel and its neighborhood.Nov 2, 20171Nov 2, 20171
Christos KyrkouColor Thresholding in OpenCVFiltering and feature extraction are both very important tasks for efficient object recognition in embedded vision systems.Oct 30, 20174Oct 30, 20174
Christos KyrkouAn Introduction to Parallel Computing“Parallel computing” stands for the ability of computer systems to perform multiple operations simultaneously. The main driver behind…Oct 26, 20171Oct 26, 20171
Christos KyrkouDetecting Objects in images with machine learning toolsObject detection deals with determining whether an object of interest is present in an image/video frame or not. It is a necessary task for…Oct 25, 2017Oct 25, 2017
