Skip to content

@SKA-INAF SKA INAF

Change the repository type filter

All

    Repositories list

    61 repositories

    • caesar

      Public
      Caesar source finder tool
      processingradioimageastronomysourcesegmentationfinding
      C++
      •
      GNU General Public License v3.0
      •0•4•4•0•Updated Jan 14, 2025Jan 14, 2025

    • caesar-docker

      Public
      Docker files to build Caesar Docker container
      Shell
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Jan 11, 2025Jan 11, 2025

    • caesar-base-docker

      Public
      Dockerfile to build Docker cesar base image with needed dependencies
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • caesar-rest

      Public
      Rest API for caesar source finder application
      flaskrest-apiimage-processingcaesarceleryradio-astronomy
      Python
      •
      GNU General Public License v3.0
      •1•4•0•0•Updated Dec 19, 2024Dec 19, 2024

    • similarity-search-job-docker

      Public
      Docker container for running similarity search jobs on images with the sclassifier module
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 19, 2024Dec 19, 2024

    • sclassifier

      Public
      Radio source classifier with different ML methods (CNN, autoencoders, decision trees, clustering)
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Dec 18, 2024Dec 18, 2024

    • hdbscan-job-docker

      Public
      Docker container for running HDBSCAN clustering on image feature data with sclassifier module
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 17, 2024Dec 17, 2024

    • caesar-rest-docker

      Public
      Docker file to build caesar-rest app container
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 17, 2024Dec 17, 2024

    • outlier-finder-job-docker

      Public
      Docker container for running outlier search in tabular/json data with the sclassifier module
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 14, 2024Dec 14, 2024

    • umap-job-docker

      Public
      Docker container for running UMAP dimensionality reduction on images with sclassifier module
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • caesar-yolo

      Public
      Radio source detection with YOLO object detector
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Oct 22, 2024Oct 22, 2024

    • caesar-mrcnn-tf2

      Public
      Object segmentation with Mask R-CNN
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jun 10, 2024Jun 10, 2024

    • sclassifier-docker

      Public
      Docker base container for sclassifier module
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 22, 2024Mar 22, 2024

    • simclr-job-docker

      Public
      Docker container for image feature extraction with the sclassifier module using SimCLR pre-trained models
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 22, 2024Mar 22, 2024

    • cnn-classifier-job-docker

      Public
      Docker container for running CNN classification on images with sclassifier module
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 21, 2024Mar 21, 2024

    • scutout

      Public
      Tool to extract source cutouts from a collection of FITS astronomical images
      astronomyimage-processingmontageastropy
      Python
      •
      GNU General Public License v3.0
      •0•1•2•0•Updated Mar 5, 2024Mar 5, 2024

    • radio-tiramisu

      Public
      Semantic segmentation with Tiramisu
      Python
      •2•0•0•0•Updated Feb 1, 2024Feb 1, 2024

    • caesar-rest-jobmonitor-docker

      Public
      Docker container to monitor caesar-rest jobs
      Shell
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jan 31, 2024Jan 31, 2024

    • radiff

      Public
      Official PyTorch implementation of the paper "RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation" (https://arxiv.org/abs/2307.02392)
      pytorchsegmentationradio-astronomydata-augmentationdiffusion-models
      Python
      •
      Apache License 2.0
      •2•0•0•0•Updated Jan 22, 2024Jan 22, 2024

    • caesar-mrcnn

      Public
      Object segmentation with Mask R-CNN
      deep-learningimage-processingimage-classificationradio-astronomymask-rcnnsource-finding
      Python
      •
      GNU General Public License v3.0
      •1•4•0•3•Updated Jul 10, 2023Jul 10, 2023

    • caesar-mrcnn-matterport-tf2

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Apr 3, 2023Apr 3, 2023

    • yolov7

      Public
      Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •4.3k•0•0•0•Updated Feb 7, 2023Feb 7, 2023

    • metric-computation

      Public
      Notebooks for computation of metrics from object detection and segmentation pre-trained models
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•1•Updated Feb 7, 2023Feb 7, 2023

    • rg-dataset-public

      Public
      Public version of rg-dataset
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Jan 10, 2023Jan 10, 2023

    • mnist-dataset

      Public
      MNIST dataset in FITS format for model testing scopes
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 24, 2022Nov 24, 2022

    • imgdupes

      Public
      Identifying and removing near-duplicate images using perceptual hashing.
      Python
      •24•0•0•0•Updated Nov 22, 2022Nov 22, 2022

    • INADE

      Public
      Implementation of Diverse Semantic Image Synthesis via Probability Distribution Modeling (CVPR 2021)
      Python
      •
      Other
      •6•0•0•0•Updated Nov 21, 2022Nov 21, 2022

    • data_processor

      Public
      Scripts to split the dataset and to collect metrics on the data
      Python
      •0•0•0•0•Updated Sep 8, 2022Sep 8, 2022

    • YOLOv4

      Public
      PyTorch implementation of YOLOv4
      Python
      •589•0•0•0•Updated May 20, 2022May 20, 2022

    • data_parsers

      Public
      Collection of data parsers in different formats for training neural network models on radioastronomical datasets
      Python
      •0•1•0•0•Updated May 20, 2022May 20, 2022