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Drone-Detection-YOLOv7
Introducing a curated dataset for drone detection and a state-of-the-art YOLOv7 model, enabling real-time and accurate identification of drones in complex environments.Wildfire-Prediction-from-Satellite-Imagery
Building models that can predict whether an area is at risk of a wildfire or not on satellite images.Drone-Detection-YOLOv8x
This repository provides a dataset and model for real-time drone detection using YOLOv8, contributing to enhanced security and privacy protection. Join us in advancing drone detection technology for safer environments.Game-Theory
In this project, you will be able to access the games and codes that I made which are shown to us in the Game Theory lecture.GNSS-Data-Processing-with-RINEX-Observation-Data
Making mathematical calculations and filtering on GNSS data.Classify-Trees-from-Satellite-Imagery
Satellite photographs taken by the Sentinel-2 were classified with pre-trained ResNet-50 and VGG16 models. In addition made CAM model.Reactions-and-Internal-Forces-on-the-Bridge
Calculating internal forces (M, N, T) and reactions of supports in the bridge structure using spring and plane frame elements.Object-Detection-with-Faster-R-CNN
Apply object detection with Faster R-CNN to classify predetermined objects using objects name and/or to use the likelihood of the object.Predict-Heating-and-Cooling-Load
The aim is to use the eight features to predict each of the two responses (heating and cooling loads) with multi-output architecture.TACO-Trash-Annotations-in-Context-YOLOv7x
TACO: Precise trash detection with YOLOv7x. Detect and classify trash items for a cleaner environment. Easy-to-use and customizable.Anomaly-Detection
In this project, I would like to present 4 different anomaly detection algorithms (Local Outlier Factor, Elliptic Envelope, One Class SVM, Isolation Forest) with an example.General-Relativity-Time-Dilation-on-Earth
The aim of the project is plotting the time dilation based on gravity and height over geoid with contour lines (on planet Earth).Global-Geopotential-Models
In this repository we plot gravity, height and geoid heights via data downloaded from ICGEM and compared EGM98 and EGM2008 models.Predicting-Solar-Flares
Multi-output and XGBoost models have been created which can estimate numbers of the solar flares production in specific region on sun in the following 24 hours.Clustering-Significant-Earthquakes-in-Japan
Clustering eartquakes based on several parameters (based of their location, depth and magnitude) with DBSCAN.X-Ray-Classification-Website-with-Flask-1
Website was created that allows you to make X-ray diagnosis prediction by using the CNNs machine learning algorithm model.Satellite-Tracking-with-Frame-Transformations
Satellite tracking on the polar graph with frame transformations.Learn-Java-in-Mobile-Application-Development-Course
In this repository, I will share with you what we did step by step in the Mobile Application Development course taught by Kerim Kürşat Çevik at Akdeniz University, where we work with Mert Bozbaş.Rock-Paper-Scissors-with-Thompson-Sampling
The aim of this project is to achieve maximum success by the algorithm in the rock-paper-scissors game with the reinforcement learning.Shopping-with-Association-Rules-Analysis
Create relation between the people who buy the products and the products they might buy with the association rules analysis.Clustering-Earthquakes-in-Turkey
The magnitude of the earthquakes in Turkey was clustered by DBSCAN. Datas taken from Kandilli Observatory and Earthquake Research Instıtute (KOERI) and AFAD Event Catalog.Cat-Dog-Classification-with-VGG-16
In the project, within the scope of the Computer Vision course with the code 02010012 given by the Faculty of Computer Engineering, cat and dog classification was made with the VGG-16 architecture.Leaf-Detection-YOLOv7x
YOLOv7-based leaf object detection for agriculture. Accurate crop management and weed control.Perifocal-and-ECI-Coordinate-Transformation
Perifocal and earth-centered inertial coordinate transformation with using Python and Excel.Predict-Kepler-Exoplanet-Search-Results
Predicting disposition with XGBoost and Artificial neural networks and the confidence in the KOI Disposition with Multiple linear regression.Restaurant-and-Cafe-API
This project aims to streamline the operations of a restaurant, making it easier for restaurant owners and staff to manage menus, bookings, and customer information efficiently.Spatial-Filtering-with-OpenCV
Spatial operations use pixels in a neighborhood to determine the present pixel value. Applications include filtering and sharpening.Love Open Source and this site? Check out how you can help us