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Berkay Ezdemir

Senior Game Developer

🧱 Projects

🎮 Game Development 🕹️

🧠 Deep Learning 🕸️

📷 Computer Vision 👁️

  • TemplateMatcher: Locating the defining area as scale and rotation invariant in the map image and return the coordinates of the matched location.
  • FeatureDetection-Server: Feature matching based navigation application on images.
    • It is a solution created in the context of image processing against the problem of locating and navigating due to the fact that the global position system cannot be used under certain extreme conditions.
    • Basically, it calculates feature vector using SIFT algorithm in navigation images, then it finds the proximity of the images in the feature space using K-Nearest Neighbour algorithm.
    • With this approach, we can find a spesific image's location if it's inside the data set.
    • This project created within the scope of my undergraduate thesis.
    • Accomplishment: By reducing the vector space with PCA, I achieved a speed increase of about 100 times without decreasing the performance rate.
  • OpenCVImageMatching: Scale and rotation invariant feature based location detector.
  • Segment Anything Model Flask Inmplementation: Flask implementation project of Meta's image segmentation model SAM

📄 Data Science 💡

💻 Software Development 🧮

  • PointRegionQuadTree: Point region quad tree Java implementation
  • MapTrajectory: Multithreaded map trajectory data processing server and client service.
    • In this project, it is possible to send the trajectory data, which is taken as a text document by the help of an interface in the client side, to the server side and allows various reduction operations.
    • The server visualizes trajectory data using the Google API and returns the result to the user after performing the reduction by using the Ramer-Douglas-Peucker algorithm.
    • Multithreaded architecture supports more than one client.
  • SearchEngine: Basic page ranking based search engine demo in Python
  • ImageEditor: Basic image editing software that can transform/crop etc. images in pixel level using C#.
  • SudokuSolver: Sudoku solver using stochastic search paradigm in C#.
  • TravellingSalesman: Solving travelling salesman problem using Dijkstra algorithm in C and Windows API. Full featured GUI is available.
  • TextEditor: Console based text editor that can operate binary-level various string operation in C.
  • 3DPrinter: Custom boot screen configuration for Marlin based Tevo Tarantula 3D printer.
  • Laside: Comprehensive word saving application in Python. I create this project for saving words that I learn easily and effectively.

           

Berkay Ezdemir's Projects

3dprinter icon 3dprinter

Marlin configuration header for Tevo Tarantula

a3c-breakout icon a3c-breakout

The agent exploring the Breakout game environment using Asynchronous Advanced Actor Critic algorithm.

dijkstramapprolab2-1 icon dijkstramapprolab2-1

Uygun formatta eklenen text belgelerini kullanarak, girilen şehirlere en kısa olan uzaklıkların bulunmasını sağlayan uygulama.

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

gd-sdk-unity icon gd-sdk-unity

The repository containing the GameDistribution SDK for Unity (WebGL) games. This allows you to display advertisements and other solutions available to games published within the GameDistribution network.

gitignore icon gitignore

A collection of useful .gitignore templates

jekyll icon jekyll

:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby

laside icon laside

Comprehensive word saving application.

maptrajectory icon maptrajectory

Map trajectory data multithreaded processing server and client service

models icon models

Models and examples built with TensorFlow

prefablightmapping icon prefablightmapping

Script for saving lightmapping data to prefabs. Used through the Assets tab in Unity. Place your prefbas in the scene with this script at the root. Set up your lighting and in the editor go to Assets->Bake Prefab Lightmaps. After is processed you can now spawn your prefabs in different scenes and they will use the lightmapping from the original scene.

python icon python

IBM Data Science Professional Certificate on Coursera

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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