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Color-Based Object Detection GUI using OpenCV & Tkinter
→ GUI for detecting objects using color information with OpenCV and Tkinter. When you see the title, you might be surprised…
ExploreColor-Based Object Detection GUI using OpenCV & Tkinter
Adjusting Object Orientation with Perspective Transformations Using OpenCV
→ Aligning images by applying perspective transformation with OpenCV in Python. When dealing with computer vision tasks, most of the time,…
Tracking Moving Objects with Background Subtractors using OpenCV
→ Article about tracking moving objects with background subtractors in OpenCV, implemented in python and c++. Close your eyes and just…
A Multi-Purpose GUI for YOLO Object Detection Models
→ YOLO Object Detection GUI that allows users to choose specific detection areas, labels, and adjust confidence values dynamically. With libraries…
Pipeline for Training TensorFlow Keras Image Classification Model
→ A step-by-step guide to training image classification models using TensorFlow Keras with any custom dataset. I wrote 2 articles about…
Detection and Segmentation with YOLO and SAM
→ Detect objects with YOLO models, and by using detection information, segment these objects with SAM. There are a bunch of…
Detecting Objects with OpenCV Cascade Classifiers
→ Article about detecting objects with pretrained OpenCV Cascade Classifiers implemented in Python. For Object Detection, there are popular models like…
Pipeline for Training Custom YOLO-NAS Object Detection Models
→ Step-by-step guide for training YOLO-NAS object detection models in PyTorch using custom datasets. Every year, new YOLO versions are published,…
