Computer Vision Tutorials


How to Blur Faces in Images using OpenCV in Python
How to Blur Faces in Images using OpenCV in Python

Blurring and anonymizing faces in images and videos after performing face detection using OpenCV library in Python.

How to Perform YOLO Object Detection using OpenCV and PyTorch in Python
How to Perform YOLO Object Detection using OpenCV and PyTorch in Python

Using the state-of-the-art YOLOv3 object detection for real-time object detection, recognition and localization in Python using OpenCV and PyTorch.

How to Use K-Means Clustering for Image Segmentation using OpenCV in Python
How to Use K-Means Clustering for Image Segmentation using OpenCV in Python

Using K-Means Clustering unsupervised machine learning algorithm to segment different parts of an image using OpenCV in Python.

How to Detect Contours in Images using OpenCV in Python
How to Detect Contours in Images using OpenCV in Python

Learning how to detect contours in images for image segmentation, shape analysis and object detection and recognition using OpenCV in Python.

How to Recognize Optical Characters in Images in Python
How to Recognize Optical Characters in Images in Python

Using Tesseract OCR library and pytesseract wrapper for optical character recognition (OCR) to convert text in images into digital text in Python.

How to Detect Shapes in Images in Python using OpenCV
How to Detect Shapes in Images in Python using OpenCV

Detecting shapes, lines and circles in images using Hough Transform technique with OpenCV in Python. Hough transform is a popular feature extraction technique to detect any shape within an image.

How to Perform Edge Detection in Python using OpenCV
How to Perform Edge Detection in Python using OpenCV

Learning how to apply edge detection in computer vision applications using canny edge detector algorithm with OpenCV in Python.

How to Use Transfer Learning for Image Classification using Keras in Python
How to Use Transfer Learning for Image Classification using Keras in Python

Learn what is transfer learning and how to use pre trained MobileNet model for better performance to classify flowers using Keras in Python.

How to Make an Image Classifier in Python using Tensorflow 2 and Keras
How to Make an Image Classifier in Python using Tensorflow 2 and Keras

Building and training a model that classifies CIFAR-10 dataset images that were loaded using Tensorflow Datasets which consists of airplanes, dogs, cats and other 7 objects using Tensorflow 2 and Keras libraries in Python.

How to Detect Faces in Python using OpenCV
How to Detect Faces in Python using OpenCV

Performing face detection using both Haar Cascades and Single Shot MultiBox Detector methods with OpenCV's dnn module in Python.