PinnedFrancesco FrancoinCodeXSignal Noise Removal Autoencoder with KerasPure signals only exist in theory. That is, when you’re doing signal processing related activities, it’s very likely that you’ll experience…16 min read·May 21, 2024--4--4
PinnedFrancesco FrancoinGoPenAIObject Detection for Images and Videos with TensorFlow and OpenCVObject detection is one of the areas in Deep Learning where much progress has been made. Using a variety of models, we can detect objects…14 min read·May 8, 2024--2--2
PinnedFrancesco FrancoinAI MindObject Detection with Python and HuggingFace Transformers(NOTE: This post was deleted, along with several others, during a fit of depression. I republished it from a saved copy).9 min read·Mar 20, 2024----
PinnedFrancesco FrancoinGoPenAIIntroduction to Neural NetworksWith Python implementation12 min read·Sep 14, 2023--3--3
PinnedFrancesco FrancoinArtificial Intelligence in Plain EnglishWhat is a Variational Autoencoder (VAE)?Suppose that you have an image of a man with a mustache and one of a man without one. You feed them to a segment of a neural network that…16 min read·Feb 12, 2024----
Francesco FrancoClassifying IMDB sentiment with Keras, embeddings and dropoutWhen using the Keras framework for deep learning, you have at your disposal a module called keras.datasets - which represents standard…14 min read·Apr 27, 2024----
Francesco FrancoEarlystopping and Modelcheckpoint in KerasTraining a neural network can take a lot of time. In some cases, especially with very deep architectures trained on very large data sets…9 min read·Apr 19, 2024----
Francesco FrancoBuilding a U-Net with TensorFlow and KerasComputer vision has a few sub-disciplines and image segmentation is one of them. If you’re segmenting an image, you’re deciding about what…24 min read·Apr 11, 2024----
Francesco FrancoinThe Deep HubAn Introduction to U-NetComputer vision has many sub-fields — and image segmentation is one of them. By classifying each individual pixel of an image or applying…13 min read·Apr 7, 2024----
Francesco FrancoMultioutput Regression with SVMs in PythonSupport Vector Machines can be used for performing regression tasks. But did you know that it is also possible to use them for creating…10 min read·Apr 2, 2024----
