Salvi ElisaEdge Detection: from Sobel to CannyIn the fields of image preprocessing and Computer Vision a fundamental technique for feature extraction and image segmentation is edge…Dec 28, 2022Dec 28, 2022
Salvi ElisaHough Transform: how to find lines, circles and more in imagesThe main problem of boundary detection is knowing which edges in an image correspond to the actual boundary. The Hough transform is an…Dec 18, 2022Dec 18, 2022
Salvi ElisaFrom ANN to Convolutional Neural Network (CNN): a new architecture for Computer Vision tasksCNNs is a field of ANN and is an algorithm that can process and classify images using a multi-layer Artificial Neural Network.Nov 25, 2022Nov 25, 2022
Salvi ElisaImage Augmentation: a brief recapDeep learning algorithms perform well when the amount of data is large enough. Actually, is not always possible to have lot of data to feed…Nov 15, 2022Nov 15, 2022
Salvi ElisaMultiple Classifier System“Multiple Classifier Systems”, or MCS, are Ensemble classifiers that combine some individual classifiers. This is a great new method for…Nov 10, 2022Nov 10, 2022
Salvi ElisaTransformers and VisionTransformers: a comprehensive reviewIntroduction: #Transformer and #VisionTransformer: new #DeepLearning models that pushes the edges of the scientific research. ENJOYNov 9, 20221Nov 9, 20221