lorenzomammana
MSc graduated in computer science. Mainly interested in machine learning applied to images. Currently working as a computer vision scientist at Orobix Srl
OrobixBergamo
Pinned Repositories
breast_cancer_classifier
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
flowers-recognition
Oxford 102 flower recognition with SOTA techniques
metal-subgenres-classification
Metal subgenres classification with text-mining
morphological-operators-cupy
Implementation of the morphological operators using Python and CUDA
MSLapSRN-pytorch
Pytorch implementation of LapSRN with skip connections and weight sharing
multiscale-top-hat-transform
Implementation of "Infrared image enhancement through contrast enhancement by using multiscale new top-hat transform" using Python and CUDA
py-bach-harmonisation
Generation of bach chorales harmonisation using Hidden Markov Models
RGB-IR-LapSRN
Pytorch implementation of RGB-IR Cross Input and Sub-Pixel Upsampling Network for Infrared Image Super-Resolution
quadra
Quadra: Effortless and reproducible deep learning workflows with configuration files.
lorenzomammana's Repositories
lorenzomammana/multiscale-top-hat-transform
Implementation of "Infrared image enhancement through contrast enhancement by using multiscale new top-hat transform" using Python and CUDA
lorenzomammana/MSLapSRN-pytorch
Pytorch implementation of LapSRN with skip connections and weight sharing
lorenzomammana/RGB-IR-LapSRN
Pytorch implementation of RGB-IR Cross Input and Sub-Pixel Upsampling Network for Infrared Image Super-Resolution
lorenzomammana/breast_cancer_classifier
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
lorenzomammana/flowers-recognition
Oxford 102 flower recognition with SOTA techniques
lorenzomammana/morphological-operators-cupy
Implementation of the morphological operators using Python and CUDA
lorenzomammana/py-bach-harmonisation
Generation of bach chorales harmonisation using Hidden Markov Models
lorenzomammana/ADD-GCN
ADD-GCN: Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition (ECCV 2020)
lorenzomammana/fashion-image-retrieval
Retrieval of similar clothes using siamese CNNs with semi-hard online triplet mining
lorenzomammana/metal-subgenres-classification
Metal subgenres classification with text-mining
lorenzomammana/big-data-in-healthcare
Survival prediction of breast cancer patients with genic expression covariates
lorenzomammana/convmixer
lorenzomammana/data-and-computational-biology
Random stuff and assignments for the course
lorenzomammana/EfficientAD
Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535
lorenzomammana/FastFlow
an implementation of the architecture of FastFlow (Jiawei Yu et al.)
lorenzomammana/human-disease-network
Human Disease Network: clustering and performance evaluation. Project for the Data Analytics course @ Unimib 18/19.
lorenzomammana/javaSCRIPTS
lorenzomammana/lmms-eval
Accelerating the development of large multimodal models (LMMs) with lmms-eval
lorenzomammana/medical-imaging-1819
Radiomics based classification of tumour lesions
lorenzomammana/Mvpoli
lorenzomammana/numpy
The fundamental package for scientific computing with Python.
lorenzomammana/nvitop
An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
lorenzomammana/udemy-design-patterns
lorenzomammana/udemy-rust-course
lorenzomammana/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
lorenzomammana/yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS