Computer Vision Tutorials
Mastering YOLO: Build an Automatic Number Plate Recognition System
Building a real-time automatic number plate recognition system using YOLO and OpenCV library in Python, order your copy now!
Download EBookUsing image processing, machine learning and deep learning methods to build computer vision applications using popular frameworks such as OpenCV and TensorFlow in Python.
Real-time Object Tracking with OpenCV and YOLOv8 in Python
Learn how to perform real-time object tracking with the DeepSORT algorithm and YOLOv8 using the OpenCV library in Python.
Image to Image Generation with Stable Diffusion in Python
Learn how you can generate similar images with depth estimation (depth2img) using stable diffusion with huggingface diffusers and transformers libraries in Python.
How to Generate Images from Text using Stable Diffusion in Python
Learn how to perform text-to-image using stable diffusion models with the help of huggingface transformers and diffusers libraries in Python.
How to Fine Tune ViT for Image Classification using Transformers in Python
Learn how to fine tune the Vision Transformer (ViT) model for the image classification task using the Huggingface Transformers, evaluate, and datasets libraries in Python.
How to Perform Image Segmentation using Transformers in Python
Learn how to use image segmentation transformer model to segment any image using huggingface transformers and PyTorch libraries in Python.
Image Captioning using PyTorch and Transformers in Python
Learn how to use pre-trained image captioning transformer models and what are the metrics used to compare models, you'll also learn how to train your own image captioning model with Pytorch and transformers in Python.
How to Build a GUI QR Code Generator and Reader in Python
Learn how to build a complete GUI QR code generator and reader program in Python using Tkinter, qrcode and OpenCV libraries.
Satellite Image Classification using TensorFlow in Python
Learn how to fine-tune the current state-of-the-art EffecientNet V2 model to perform image classification on satellite data (EuroSAT) using TensorFlow in Python.
Age and Gender Detection using OpenCV in Python
Learn how to perform age and gender detection using OpenCV library in Python with camera or image input.
Gender Detection using OpenCV in Python
Learn how to perform gender detection on detected faces in images using OpenCV library in Python.
Age Detection using OpenCV in Python
Learn how to predict someone's age from his front face picture using OpenCV library in Python
SIFT Feature Extraction using OpenCV in Python
Learn how to compute and detect SIFT features for feature matching and more using OpenCV library in Python.
How to Apply HOG Feature Extraction in Python
Learn how to use scikit-image library to extract Histogram of Oriented Gradient (HOG) features from images in Python.
Image Transformations using OpenCV in Python
Learn how to perform perspective image transformation techniques such as image translation, reflection, rotation, scaling, shearing and cropping using OpenCV library in Python.
