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Showing results for Classification

Classification: Machine vision applications that benefit from classification and deep learning
Examines the differences between classic machine vision and classification, with special emphasis on which applications are best suited to either. There is also a brief explanation of the purposes of image classification and coarse segmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Examines the differences between classic machine vision and classification, with special emphasis on which applications are best suited to either. There is also a brief explanation of the purposes of image classification and coarse segmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Classification: Overview of training an image classifier in MIL CoPilot
Demonstrates the basic steps in MIL CoPilot to build and label datasets, train and test an image classifier, and predict the class of an image using an image classifier.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Demonstrates the basic steps in MIL CoPilot to build and label datasets, train and test an image classifier, and predict the class of an image using an image classifier.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Classification: Setting up image classifier training
Explains the steps necessary to start image classifier training, including how to choose the predefined classifier context, and how to choose values for the hyperparameters.
This video was made for Design Assistant X and beyond and MIL X and beyond.
Explains the steps necessary to start image classifier training, including how to choose the predefined classifier context, and how to choose values for the hyperparameters.
This video was made for Design Assistant X and beyond and MIL X and beyond.
Classification: Preparing datasets for an image classifier
Explains the purpose and best practices for building the datasets you need to train and test an image classifier, including a brief explanation about the role of augmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Explains the purpose and best practices for building the datasets you need to train and test an image classifier, including a brief explanation about the role of augmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Classification: Labeling images in your dataset using MIL CoPilot
Demonstrates how to use MIL CoPilot to manually label images in a dataset, and how to use active learning to partially automate image labeling.
This video was made for Design Assistant X and beyond and MIL X and beyond.
Demonstrates how to use MIL CoPilot to manually label images in a dataset, and how to use active learning to partially automate image labeling.
This video was made for Design Assistant X and beyond and MIL X and beyond.