Practice Problems Machine Learning Computer Vision is a branch of Artificial Intelligence (AI) that helps computers understand and interpret context of images and videos. It is used in domains like security cameras, photo editing, self-driving cars and robots to recognize objects and navigate real world using machine learning. This article will explore some of the best Computer Vision projects, ranging from beginner-level to expert-level for individuals at different skill levels and experience. Top Computer Vision Projects Detect the RGB color from a webcam using Python – OpenCV Face Detection using Python and OpenCV with a webcam Face and Hand Landmarks Detection using Python – Mediapipe, OpenCV Real-Time Edge Detection using OpenCV Implement Canny Edge Detector in Python using OpenCV Gun Detection using Python-OpenCV Real-time object color detection using OpenCV Right and Left Hand Detection Using Python Age Detection Using Deep Learning in OpenCV OpenCV – Drowsiness Detection Build GUI Application Pencil Sketch from Photo in Python Measure Size of an Object Using Python OpenCV Brightness Control With Hand Detection using OpenCV in Python Car driving using hand detection in Python Contour Detection with Custom Seeds using Python – OpenCV Find Co-ordinates of Contours using OpenCV | Python Live Webcam Drawing using OpenCV Black and white image colorization with OpenCV and Deep Learning Detect and Recognize Car License Plate from a video in real-time License Plate Recognition with OpenCV and Tesseract OCR Handwritten Digit Recognition using Neural Network Image Classification with Convolutional Neural Networks (CNNs) Using PyTorch Human Pose Estimation with OpenCV Age and Gender Detection Using OpenCV in Python Face detection using Cascade Classifier using OpenCV-Python Face recognition using Artificial Intelligence Face recognition using GUI FaceMask Detection using TensorFlow in Python Python OpenCV – Super-resolution with deep learning Real-Time Road Lane Detection CIFAR-10 Image Classification in TensorFlow Dog Breed Classification Using Transfer Learning Flower Recognition Using Convolutional Neural Network Emojify using Face Recognition with Machine Learning Cat & Dog Classification using Convolutional Neural Network in Python Video Analysis with Convolutional LSTM Networks Deep Learning for Artistic Style Transfer Lung Cancer Detection using Convolutional Neural Network (CNN) Tensorflow Lung Cancer Detection Using Transfer Learning Pneumonia Detection Using Deep Learning Detecting Covid-19 with Chest X-ray Skin Cancer Detection Using TensorFlow Traffic Signs Recognition using CNN and Keras in Python Vehicle license plate recognition Image Segmentation with U-Net using Tensorflow Facial expression detection using the Deepface module in Python Image Classifier using Tensorflow Object Detection API 100+ Machine Learning Projects with Source Code 30+ Best Artificial Intelligence Project Ideas With Source code Top Generative AI Projects Computer Vision - Introduction 4 min read A Quick Overview to Computer Vision 3 min read Applications of Computer Vision 6 min read Fundamentals of Image Formation 7 min read Satellite Image Processing 2 min read Image Formats 5 min read Digital Image Processing Basics 3 min read Difference Between RGB, CMYK, HSV, and YIQ Color Models 3 min read Image Enhancement Techniques using OpenCV - Python 5 min read Image Transformations using OpenCV in Python 4 min read How to find the Fourier Transform of an image using OpenCV Python? 2 min read Python - Intensity Transformation Operations on Images 3 min read

Histogram Equalization in Digital Image Processing 3 min read Python - Color Inversion using Pillow 4 min read Image Sharpening using Laplacian, High Boost Filtering in MATLAB 2 min read Wand sharpen() function - Python 2 min read Python OpenCV - Smoothing and Blurring 7 min read Python PIL | GaussianBlur() method 1 min read Apply a Gauss filter to an image with Python 2 min read Spatial Filtering and its Types 3 min read Python PIL | MedianFilter() and ModeFilter() method 1 min read Python | Bilateral Filtering 2 min read Python OpenCV - Morphological Operations 5 min read Erosion and Dilation of images using OpenCV in Python 2 min read Introduction to Resampling methods 8 min read Python | Image Registration using OpenCV 3 min read Feature Extraction Techniques - NLP 10 min read SIFT Interest Point Detector Using Python - OpenCV 3 min read Feature Matching using Brute Force in OpenCV 13 min read Feature detection and matching with OpenCV-Python 5 min read Feature matching using ORB algorithm in Python-OpenCV 3 min read Mahotas - Speeded-Up Robust Features 2 min read Create Local Binary Pattern of an image using OpenCV-Python 5 min read Image Classification using CNN 3 min read Introduction To Transfer Learning 7 min read Top 5 PreTrained Models in Natural Language Processing (NLP) 7 min read ML | Introduction to Strided Convolutions 2 min read Dilated Convolution 5 min read Continuous Kernel Convolution 6 min read Introduction to Pooling Layer in CNN 4 min read Introduction to Padding 3 min read What is the difference between 'SAME' and 'VALID' padding in tf.nn.max_pool of tensorflow? 14 min read Convolutional Neural Network (CNN) Architectures 11 min read Deep Transfer Learning - Introduction 8 min read Introduction to Residual Networks 4 min read Residual Networks (ResNet) - Deep Learning 9 min read ML | Inception Network V1 4 min read Understanding GoogLeNet Model - CNN Architecture 3 min read Image Recognition with Mobilenet 4 min read VGG-16 | CNN model 4 min read Autoencoders in Machine Learning 6 min read How Autoencoders works ? 6 min read Difference Between Encoder and Decoder 9 min read Implementing an Autoencoder in PyTorch 4 min read Generative Adversarial Network (GAN) 10 min read Deep Convolutional GAN with Keras 6 min read StyleGAN - Style Generative Adversarial Networks 4 min read Detect an object with OpenCV-Python 4 min read Haar Cascades for Object Detection - Python 3 min read R-CNN - Region-Based Convolutional Neural Networks 8 min read YOLO v2 - Object Detection 7 min read Face recognition using Artificial Intelligence 7 min read Deep Face Recognition 8 min read ML | Face Recognition Using Eigenfaces (PCA Algorithm) 4 min read Emojify using Face Recognition with Machine Learning 7 min read Object Detection with Detection Transformer (DETR) by Facebook 7 min read Image Segmentation Using U-Net 5 min read Thresholding-Based Image Segmentation 7 min read Region and Edge Based Segmentation 4 min read Image Segmentation with Watershed Algorithm - OpenCV Python 9 min read Mask R-CNN 3 min read Python OpenCV - Depth map from Stereo Images 2 min read Top 7 Modern-Day Applications of Augmented Reality (AR) 10 min read Virtual Reality, Augmented Reality, and Mixed Reality 3 min read Camera Calibration with Python - OpenCV 4 min read Python OpenCV - Pose Estimation 7 min read 40+ Top Computer Vision Projects [2025 Updated] 4 min read Data Science 360 Course 2 min read AI Engg Course 2 min read