Machine learning for OpenCV 4 : intelligent algorithms for building image processing apps using OpenCV 4, Python, and scikit-learn /: intelligent algorithms for building image processing apps using OpenCV 4, Python, and scikit-learn. (2019)

• Record Type: Book
• Further Information: Note: Aditya Sharma, Vishwesh Ravi Shrimali, Michael Beyeler.
• Authors: Sharma, Aditya; Shrimali, Vishwesh Ravi; Beyeler, Michael
• Contents: Table of ContentsA Taste of Machine LearningWorking with Data in OpenCVFirst Steps in Supervised LearningRepresenting Data and Engineering FeaturesUsing Decision Trees to Make a Medical DiagnosisDetecting Pedestrians with Support Vector MachinesImplementing a Spam Filter with Bayesian LearningDiscovering Hidden Structures with Unsupervised LearningUsing Deep Learning to Classify Handwritten DigitsEnsemble Methods for ClassificationSelecting the Right Model with Hyperparameter TuningUsing OpenVINO with OpenCVConclusion.
• Edition: Second edition
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.31; Machine learning; Image processing; OpenCV (Computer program language); Python (Computer program language)
• Languages: English
• ISBNs: 9781789537192
• Related ISBNs: 9781789536300
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.