Repositories list

• 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

• sclassifier

  Public
  Radio source classifier with different ML methods (CNN, autoencoders, decision trees, clustering)

  Python

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Sep 24, 2024Sep 24, 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

• caesar-rest

  Public
  Rest API for caesar source finder application

  flaskrest-apiimage-processing+ 3caesarceleryradio-astronomy

  Python

  •

  GNU General Public License v3.0

  •1•2•0•0•Updated Mar 21, 2024Mar 21, 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-processingmontage+ 1astropy

  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

• caesar

  Public
  Caesar source finder tool

  processingradioimage+ 4astronomysourcesegmentationfinding

  C++

  •

  GNU General Public License v3.0

  •0•4•4•0•Updated Jan 30, 2024Jan 30, 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 Jan 29, 2024Jan 29, 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-astronomy+ 2data-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-classification+ 3radio-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

  •4.2k•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•0•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

  •586•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•0•0•0•Updated May 20, 2022May 20, 2022

• detr

  Public
  End-to-End Object Detection with Transformers

  Jupyter Notebook

  •

  Apache License 2.0

  •2.5k•0•0•0•Updated May 19, 2022May 19, 2022

• u-net

  Public
  Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation and two variants: without skip connections and with deep supervision

  Jupyter Notebook

  •

  MIT License

  •234•0•0•0•Updated May 11, 2022May 11, 2022

• efficientdet

  Public
  A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

  Python

  •

  Apache License 2.0

  •293•1•0•0•Updated Mar 14, 2022Mar 14, 2022

• YOLOS

  Public
  You Only Look at One Sequence (NeurIPS 2021)

  Jupyter Notebook

  •

  MIT License

  •122•0•0•0•Updated Mar 14, 2022Mar 14, 2022

• cutex-job-docker

  Public
  Docker container for CUTEX source finder

  Shell

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Jan 13, 2022Jan 13, 2022

• caesar-base-docker

  Public
  Dockerfile to build Docker cesar base image with needed dependencies

  GNU General Public License v3.0

  •0•0•0•0•Updated Dec 21, 2021Dec 21, 2021