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  • Topics
    • Object Detection
    • Object Tracking
    • Image Segmentation
    • Deep Learning
    • Image Classification
    • Classical Computer Vision
    • Installation Guides
  • Articles
  • About Me
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Text Extraction from Images using OpenCV and Pytesseract

  • Classical Computer Vision

→ Article about extracting text from pages, online documents, and images using OpenCV and Pytesseract in Python. There are different solutions…

ExploreText Extraction from Images using OpenCV and Pytesseract

Multistream YOLO Object Detection with NVIDIA DeepStream

  • Object Detection

→ Perform object detection on multiple streams with YOLO models on Jetson devices and NVIDIA GPUs. Object detection with multiple streams…

ExploreMultistream YOLO Object Detection with NVIDIA DeepStream

Blurring Faces with YOLO and SAM Models

  • Image Segmentation

→  Detect faces using a pretrained YOLO model, segment the detected regions with the SAM segmentation model, and apply Gaussian blur to…

ExploreBlurring Faces with YOLO and SAM Models

Motion Prediction Using Kalman Filter and FAST Algorithm

  • Object Tracking

→ Real-Time Object Motion Estimation with Kalman Filter and FAST Algorithm, OpenCV — Both Python and C++ implementations available. The idea…

ExploreMotion Prediction Using Kalman Filter and FAST Algorithm

Combining YOLO Object Detection with Image Classification Models

  • Object Detection, Image Classification

→ Article about using YOLO object detection models with image classification models sequentially, using PyTorch and TensorFlow. Object Detection and Image…

ExploreCombining YOLO Object Detection with Image Classification Models

Color-Based Object Detection GUI using OpenCV & Tkinter

  • Classical Computer Vision

→ 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

  • Classical Computer Vision

→ Aligning images by applying perspective transformation with OpenCV in Python. When dealing with computer vision tasks, most of the time,…

ExploreAdjusting Object Orientation with Perspective Transformations Using OpenCV

Tracking Moving Objects with Background Subtractors using OpenCV

  • Classical Computer Vision, Object Tracking

→ Article about tracking moving objects with background subtractors in OpenCV, implemented in python and c++. Close your eyes and just…

ExploreTracking Moving Objects with Background Subtractors using OpenCV

A Multi-Purpose GUI for YOLO Object Detection Models

  • Object Detection

→ YOLO Object Detection GUI that allows users to choose specific detection areas, labels, and adjust confidence values dynamically. With libraries…

ExploreA Multi-Purpose GUI for YOLO Object Detection Models

Pipeline for Training TensorFlow Keras Image Classification Model

  • Deep Learning, Image Classification

→ A step-by-step guide to training image classification models using TensorFlow Keras with any custom dataset. I wrote 2 articles about…

ExplorePipeline for Training TensorFlow Keras Image Classification Model
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