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…5 min read·Mar 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…4 min read·Dec 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.4 min read·Aug 20, 2019--6--6
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…5 min read·Mar 27, 2018--3--3
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).3 min read·Dec 27, 2017--1--1
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…6 min read·Dec 25, 2017----
Christos KyrkouObject Detection Using Local Binary PatternsLBPs are local patterns that describe the relationship between a pixel and its neighborhood.4 min read·Nov 2, 2017--1--1
Christos KyrkouColor Thresholding in OpenCVFiltering and feature extraction are both very important tasks for efficient object recognition in embedded vision systems.2 min read·Oct 30, 2017--4--4
Christos KyrkouAn Introduction to Parallel Computing“Parallel computing” stands for the ability of computer systems to perform multiple operations simultaneously. The main driver behind…7 min read·Oct 26, 2017--1--1
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…5 min read·Oct 25, 2017----