It is the most hottest and most demand-able field in any industries right now.
It including some basic term to done Open-CV project:
How to clean the images
Creating machine learning model for computer vision by collecting the images.
Building computer vision model in our own machine
OpenCV
OpenCV (http://opensource.org) is a high performance library for digital image processing and computer vision, which is free and open source. It is equipped with a large set of functions and algorithms for real-time computer vision and predictive mining.
List of important libraries which is used by OpenCV:
Deep neural networks (DNN)
Convolutional neural networks (CNN)
Boosting (meta-algorithm)
Decision tree learning
Gradient boosting trees
Expectation-maximisation algorithm
K-nearest neighbour algorithm
Naive Bayes classifier
Artificial neural networks
Random forest
Support vector machine (SVM)
List of Topics
Reading, Writing and Displaying Images
Changing Color Spaces
Resizing Images
Image Rotation
Image Translation
Simple Image Thresholding
Adaptive Thresholding
Image Segmentation (Watershed Algorithm)
Bitwise Operations
Edge Detection
Image Filtering
Image Contours
Scale Invariant Feature Transform (SIFT)
Speeded-Up Robust Features (SURF)
Feature Matching
Face Detection
List of Top rated projects of computer vision
Deep neural networks for biometric evaluation
Facial sentiment analysis and emotion recognition
Real-time video analysis and recognition of key features
Gesture recognition
Visual representation learning
Face smile detection
Vein investigation and training for biometrics
Multi-resolution approaches
Radiomics analytics for medical data sets
Forgery detection in digital images
Content based image retrieval
Automatic enhancement of images
Identification and classification of objects in real-time
Defects prediction in manufacturing lines using live images of machines
Industrial robots with real-time vision for disaster management
Image reconstruction and restoration
Computational photography
Morphological image processing
Animate vision
Photogrammetry
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