Alessandro LambertiinArtificialisSound Bytes Part 1: The ABCs of Sound and DigitizationDiving into the world of sound and how Deep Learning enhances our audio experience·8 min read·Oct 31, 2023----
Alessandro LambertiinArtificialisThe Future is Self-Supervised: An Introduction to DINOv2Self-supervised learning is a type of machine learning where systems are trained to predict or solve tasks using only a raw dataset…·7 min read·Jun 27, 2023----
Alessandro LambertiinArtificialisUnveiling U-Net++: A Hands-On Guide on Image SegmentationImagine looking at an image and being able to decipher distinct regions, each representing a unique object or area of interest.·10 min read·Apr 28, 2023----
Alessandro LambertiinArtificialisGoing Deep: An Introduction to Depth Estimation with Fully Convolutional Residual NetworksHave you ever looked at a two-dimensional image and wished you could know the depth of the objects in the scene?·10 min read·Feb 27, 2023--1--1
Alessandro LambertiinArtificialisFrom Sound to Sight: Using Vision Transformers for Audio ClassificationLearn how to classify music genres using a custom Vision Transformer·5 min read·Jan 3, 2023--2--2
Alessandro LambertiinArtificialisMaximizing Model Performance with Knowledge Distillation in PyTorchBoost your model’s accuracy and save on resources with knowledge distillation in PyTorch·5 min read·Dec 8, 2022----
Alessandro LambertiinArtificialisModel Compression: an Introduction to Teacher-Student Knowledge DistillationThere’s often the misconception that bigger and bigger models are always necessarily better. For instance, GPT-3 is trained on 570 GB of…·5 min read·Oct 28, 2022--1--1
Alessandro LambertiinArtificialisMulti-Task Deep Learning with PytorchAn introduction to multi-tasking for Neural Networks·4 min read·Sep 26, 2022----
Alessandro LambertiinArtificialisViT — VisionTransformer, a Pytorch implementationThe Attention is all you need’s paper revolutionized the world of Natural Language Processing and Transformer-based architecture became…·5 min read·Aug 19, 2022----
Alessandro LambertiinArtificialisDropBlock: A Better Dropout for CNN’sA simple and effective regularization technique implemented in Pytorch·3 min read·Aug 8, 2022----