Repositories list

• SatVision_ML-Pipelining-Utils

  Public
  Utilities to prepare the pipeline elements that integrate into SatVision: deep learning model inference, preprocessing, data acquisition, and post processing.

  pythonflaskmachine-learning+ 8deep-learningtensorflowkerasimage-processingpicklekeras-tensorflowml-pipeline+ 1

  Python

  •0•0•0•0•Updated Sep 6, 2023Sep 6, 2023

• EyeSea_Image-Preprocessing-Algorithms

  Public
  Callable image enhancement and restoration APIs in Python. Preprocessing experiments and applicators for EyeSea.

  pythonnumpyimage-processing+ 6python3image-restorationimage-preprocessingimage-enhancementimage-preprocessing-techniquesimage-processing-algorithms

  Python

  •1•0•0•0•Updated Sep 6, 2023Sep 6, 2023

• .github

  Public
  0•0•0•0•Updated May 19, 2023May 19, 2023

• satvision-mapviewer-frontend

  Public
  javascriptfrontendmapbox+ 2mapbox-apimapbox-js

  JavaScript

  •0•0•0•0•Updated May 19, 2023May 19, 2023

• SatVision_MapViewer-Backend

  Public
  Backend workflows for SatVision's real-time satellite image and land cover segmentation renderer. Deploys the novel patchify-process-reconstruct approach to run DL-driven segmentation inference in real-time.

  flaskimage-processingimage-classification+ 9oauth2-clientflask-apireal-time-processingapi-testsflask-api-restsession-wrapperimage-processing-python+ 2

  Python

  •0•0•0•0•Updated May 19, 2023May 19, 2023

• SatVision_Satellite-Image-Acquisition

  Public
  Pluggable interfaces and session management wrappers for Sentinel-Hub. Experiments, workflows, and tests to acquire a real-time feed of medium resolution satellite images from any Sentinel-Hub -supported satellites. Sentinel-2 (ESA), Landsat-8 (NASA), and Resourcesat (ISRO) satellites, etc.

  api-clientsentinel-hubsession-wrapper+ 3satelliteremote-sensingsatellite-imagery

  Python

  •0•1•0•0•Updated May 19, 2023May 19, 2023

• EyeSea_Video-Frame-Processing

  Public
  Real-time video frames depduplication and processing algorithm for frame-wise image processing.

  pythonimage-processingdeduplication+ 2real-time-video-analysisframe-processing

  Python

  •0•0•0•0•Updated Aug 29, 2022Aug 29, 2022

• EyeSea_DL-for-Species-Classification

  Public
  Deep learning models for classification of underwater species from underwater images.

  opencvkerasscikit-image+ 2keras-tensorflowtensorlfow

  Jupyter Notebook

  •0•0•0•0•Updated Aug 29, 2022Aug 29, 2022

• SatVision_Land-Cover-Detection

  Public
  Deep learning for land cover detection from medium resolution satellite imagery

  opencvtensorflowscikit-learn+ 3kerasscikit-imagekeras-tensorflow

  Jupyter Notebook

  •0•0•0•0•Updated Aug 29, 2022Aug 29, 2022

• EyeSea_Awesome-Underwater-Datasets

  Public
  Pointers to large-scale underwater datasets and relevant resources.

  125•0•0•0•Updated Mar 9, 2022Mar 9, 2022