SKA INAF's repositories
caesar-mrcnn
Object segmentation with Mask R-CNN
caesar-rest
Rest API for caesar source finder application
caesar-docker
Docker files to build Caesar Docker container
efficientdet
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
caesar-rest-jobmonitor-docker
Docker container to monitor caesar-rest jobs
data_parsers
Collection of data parsers in different formats for training neural network models on radioastronomical datasets
radio-tiramisu
Semantic segmentation with Tiramisu
caesar-base-docker
Dockerfile to build Docker cesar base image with needed dependencies
caesar-mrcnn-tf2
Object segmentation with Mask R-CNN
caesar-rest-docker
Docker file to build caesar-rest app container
cnn-classifier-job-docker
Docker container for running CNN classification on images with sclassifier module
cutex-job-docker
Docker container for CUTEX source finder
data_processor
Scripts to split the dataset and to collect metrics on the data
metric-computation
Notebooks for computation of metrics from object detection and segmentation pre-trained models
mnist-dataset
MNIST dataset in FITS format for model testing scopes
radiff
Official PyTorch implementation of the paper "RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation" (https://arxiv.org/abs/2307.02392)
rg-dataset-public
Public version of rg-dataset
sclassifier
Radio source classifier with different ML methods (CNN, autoencoders, decision trees, clustering)
sclassifier-docker
Docker base container for sclassifier module
simclr-job-docker
Docker container for image feature extraction with the sclassifier module using SimCLR pre-trained models
YOLOS
You Only Look at One Sequence (NeurIPS 2021)