Aysenur Tak's starred repositories
advanced-machine-learning-engineer-roadmap-2024
A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.
Python-Medical-Analytical-Tomographic-Image-Reconstruction
Analytical Tomographic Image Reconstruction in Python
TurkceKaynaklar
Yazılım geliştirme ve genel olarak BT konularında (Siber Güvenlik, Veri Tabanı, Network, İşletim Sistemleri, Veri Yapıları ve Algoritmalar vb.) çeşitli kategorilerde türkçe kaynakların bulunduğu bir repo adresi
UnityStandaloneFileBrowser
A native file browser for unity standalone platforms
Intrusion-Detection-Systems
This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".
Network-Intrusion-Detection
Machine Learning with the NSL-KDD dataset for Network Intrusion Detection
EscapeFromOort
Asteroids inspired game prototype created in Lua using the Love2D engine
Flappy-Bird-Genetic-Algorithms
Use genetic algorithms to train flappy bird
CanSat-Ground-Station
Cross-platform CanSat Ground Station application
GCS-CanSat-2022
Ground Control Station - CanSat 2022
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
Learn_Machine_Learning_in_3_Months
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
llama-cpp-python
Python bindings for llama.cpp
veriGuvenligiProje
Bu proje Veri Güvenliği ders kapsamında yapılmaktadır.
flutter_opencv_image_stitch
Flutter sample to stitch images in opencv, using Dart ffi.
AliceVision
Photogrammetric Computer Vision Framework
emoji-cheat-sheet
A markdown version emoji cheat sheet
cohort-retention-rate-analysis-in-python
Medium Size Bikes & Cycling Accessories Organisation's Transactions Data Based Cohort Analysis¶
UnityLibrary
:books: Library of all kind of scripts, snippets & shaders for Unity
game-datasets
:video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games
Application-of-DenseNet-in-Camera-Model-Identification-and-Post-processing-Detection
Camera model identification has earned paramount importance in the field of image forensics with an upsurge of digitally altered images which are constantly being shared through websites, media, and social applications. But, the task of identification becomes quite challenging if metadata are absent from the image and/or if the image has been post-processed. In this paper, we present a DenseNet pipeline to solve the problem of identifying the source camera-model of an image. Our approach is to extract patches of 256 x 256 from a labeled image dataset and apply augmentations, i.e., Empirical Mode Decomposition (EMD). We use this extended dataset to train a Neural Network with the DenseNet-201 architecture. We concatenate the output features for 3 different sizes (64x64, 128x128, 256x256) and pass them to a secondary network to make the final prediction. This strategy proves to be very robust for identifying the source camera model, even when the original image is post-processed. Our model has been trained and tested on the Forensic Camera-Model Identification Dataset provided for the IEEE Signal Processing (SP) Cup 2018. During testing we achieved an overall accuracy of 98.37%, which is the current state-of-the-art on this dataset using a single model. We used transfer learning and tested our model on the Dresden Database for Camera Model Identification, with an overall test accuracy of over 99% for 19 models. In addition, we demonstrate that the proposed pipeline is suit- able for other image-forensic classification tasks, such as, detecting the type of post-processing applied to an image with an accuracy of 96.66% - which indicates the generality of our approach.
CameraIdentification
A Source Camera Identification (SCI) system in Matlab
InvoiceBillingSoftware
Billing Software with Barcode scan, Inventory management and Invoice creation
SepetStokAPI
Bir E-ticaret sitesinin sepet ve stok yönetimi baz alınarak yazılmış , stok ve sepet yönetimi için gerekli bütün metodları barındıran , 3 katmanlı mimari içeren ASP.NET CORE 3.1 Web API.
arduino-esp32
Arduino core for the ESP32