filipposchiazza

Physicist with the passion for Artificial Intelligence

Pinned Repositories

WSI-Registration
Algorithm for the Whole Slide Images registration.
Language:Python20
MasterThesis
Implementation of the Variational Autoencoder class for the project of Pattern Recognition
Language:Python11
SuperResolution
Torch implementation of EDSR, a model based on Residual Blocks for Super Resolution
Language:Python10
Diffusion
Torch implementation of Denoising Diffusion Probabilistic Model (DDPM), with additional Latent Diffusion
Language:Python00
MaskConditionedDiffusion
Torch implementation of a Diffusion model properly implemented for high resolution images. The model can be conditioned to a segmentation mask.
Language:Python00
NetworkClassifier
Project for the Complex Network exam
Language:Python00
NeuralNetworkFromScratch
Implementation from scratch of a Neural Network for the exam of Software and Computing
Language:Python00
NTK
Torch implementation of Fourier Features Network for image reconstruction and latent space interpolation
Language:Python00
SyntheticCitologyValidation
Collection of validation methods for synthetic cythological images.
Language:Jupyter Notebook00
Transformer
Torch implementation of minGPT for images latent code generation
Language:Python00

filipposchiazza's Repositories

filipposchiazza/Transformer
Torch implementation of minGPT for images latent code generation
Language:Python
filipposchiazza/SuperResolution
Torch implementation of EDSR, a model based on Residual Blocks for Super Resolution
Language:Python1
filipposchiazza/MaskConditionedDiffusion
Torch implementation of a Diffusion model properly implemented for high resolution images. The model can be conditioned to a segmentation mask.
Language:Python
filipposchiazza/VAE4Mask
Torch implemantation of a Convolutional Variational Autoencoder for the generation of citology binary masks
Language:Jupyter Notebook
filipposchiazza/SyntheticCitologyValidation
Collection of validation methods for synthetic cythological images.
Language:Jupyter Notebook
filipposchiazza/Diffusion
Torch implementation of Denoising Diffusion Probabilistic Model (DDPM), with additional Latent Diffusion
Language:Python
filipposchiazza/WSI-Registration
Algorithm for the Whole Slide Images registration.
Language:Python2
filipposchiazza/VQVAE
Torch implementation of VQVAE model
Language:Python
filipposchiazza/NTK
Torch implementation of Fourier Features Network for image reconstruction and latent space interpolation
Language:Python
filipposchiazza/NeuralNetworkFromScratch
Implementation from scratch of a Neural Network for the exam of Software and Computing
Language:Python
filipposchiazza/MasterThesis
Implementation of the Variational Autoencoder class for the project of Pattern Recognition
Language:Python11
filipposchiazza/NetworkClassifier
Project for the Complex Network exam
Language:Python

filipposchiazza

Pinned Repositories

WSI-Registration

MasterThesis

SuperResolution

Diffusion

MaskConditionedDiffusion

NetworkClassifier

NeuralNetworkFromScratch

NTK

SyntheticCitologyValidation

Transformer

filipposchiazza's Repositories

filipposchiazza/Transformer

filipposchiazza/SuperResolution

filipposchiazza/MaskConditionedDiffusion

filipposchiazza/VAE4Mask

filipposchiazza/SyntheticCitologyValidation

filipposchiazza/Diffusion

filipposchiazza/WSI-Registration

filipposchiazza/VQVAE

filipposchiazza/NTK

filipposchiazza/NeuralNetworkFromScratch

filipposchiazza/MasterThesis

filipposchiazza/NetworkClassifier