Özgür SANLI·Oct 21Building a Beginner-Level AlphaGo AgentIn almost every AI book I’ve read, DeepMind’s AlphaGo victory is cited as a massive turning point that revolutionized deep neural networks…
Özgür SANLI·Jul 26Stop Manual Labeling: Aerial Fire Detection with Grounding DINO & YOLOIn most computer vision tutorials, everything starts with a clean, pre-annotated dataset downloaded from the internet. But real-life…A response icon1A response icon1
Özgür SANLI·Jun 2Crowd Counting in Computer Vision: YOLO vs. CNN vs. Vision Transformers (ViT)Crowd counting is a very sophisticated problem in computer vision. Standard object detectors easily fail when people stand too close…A response icon2A response icon2
Özgür SANLI·May 25Building a Vision Transformer (ViT) from Scratch in PyTorch: A Data-Driven GuideWe will build a Vision Transformer from scratch, using the famous “An Image is Worth 16x16 Words” paper as our main guide. We will…
Özgür SANLI·May 11Building Drone Detection Application For Quest 3In this post, I will guide you how to create a real-time drone detection system using YOLO11. I will share code examples and walk you…
Özgür SANLI·Apr 25A Beginner’s Guide to Military Vehicle Detection Using YOLO and Aerial ImageryIn this post, I have prepared a beginner-friendly object detection pipeline using a very basic dataset with YOLO11 and YOLO26…
Özgür SANLI·Apr 19Optimizing Training Speed: Finding the Perfect CPU-GPU BalanceTraining deep learning models is time-consuming process, especially if you are using your own local computer. In this post, we are going to…
InPython in Plain EnglishbyÖzgür SANLI·Oct 15, 2024Image-to-Video Transformation with Hugging Face Diffusion Models for BeginnersIn the rapidly growing world of AI, you are no longer required to understand every last detail. Thanks to pre-trained models available in…
InPython in Plain EnglishbyÖzgür SANLI·Sep 3, 2024Evaluating Handwritten Digit Recognition Models: Insights and ObservationsIn my recent project on handwritten digit recognition, I tested seven different models, including transfer learning approaches such as…
InPython in Plain EnglishbyÖzgür SANLI·Apr 29, 2024Building a Handwritten Digit Recognizer Using Deep LearningIn this post, I will introduce you to the “Hello World” of TensorFlow by using the MNIST dataset. Without getting into too much detail, we…
