Esra SoyluinPython in Plain EnglishObject Detection Using the Faster R-CNN Model with ResNet-50 Architecture in PyTorchR-CNN model is one of the deep learning methods developed for object detection. This architecture is called Region-Based Convolutional…Aug 19Aug 19
Esra SoyluData Labeling in Images & Object Detection Application with YOLOv8YOLO (You Only Look Once) is a very popular algorithm used for object detection. What distinguishes it from other object detection…May 9May 9
Esra Soyluinİstanbul Data Science AcademyUsing SQLite with PythonSQLite is an open-source relational database management system that requires no server software or configuration. Since the database is…May 8May 8
Esra Soyluinİstanbul Data Science AcademyImproving Prediction Algorithm Performance with Keras Using Data Augmentation TechniqueOne of the most important factors in achieving successful results in Deep Learning models is the number of data. The more training data…Apr 3Apr 3
Esra SoyluCreating a CNN Model for Image Classification with TensorFlowArtificial neural networks are an artificial intelligence model inspired by the functioning of the human brain. Artificial neural networks…Mar 27Mar 27
Esra SoyluUsing the Video Intelligence API with PythonIn my new Medium article, I discussed the steps of converting the speech in a video to text using Python and Video Intelligence API and…Feb 8Feb 8
Esra SoyluCreating Qlik Sense DashboardsQlik Sense is one of the widely used platforms in the field of business intelligence. It offers the capability to fetch data from various…Dec 26, 2023Dec 26, 2023
Esra SoyluClassification Project with Imbalanced Data: Creation with PostgreSQL, Jupyter, VS Code,StreamlitThis project serves as a guide for establishing a connection to data created with PostgreSQL in Jupyter Notebook, working with an…Oct 23, 2023Oct 23, 2023
Esra SoyluMachine Learning with Web Scraping Methods: Weather Forecasting Using Polynomial RegressionHello Everbody,Sep 25, 2023Sep 25, 2023