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@jasonmanesis
jasonmanesis
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Jason Manesis jasonmanesis

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Geoinformatics Engineer | MSc | MEngR.S.Lab - SRSGE - NTUA & Red Edge

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JasonManesis/README.md

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I am a Geoinformatics Engineer specializing in applied deep learning techniques for earth observation applications. My expertise lies primarily on developing efficient operational pipelines for various earth observation tasks, and I’m involved in both academic and research roles, particularly in remote sensing and computer vision.

Languages & Tools

Python  Alt textBash  Bash  LaTeX  GitHub  Git  Git  Docker  Anaconda  Anaconda  Anaconda  Jupyter  Colab  Markdown  Weights & Biases  

ML/DL Frameworks

Alt text  PyTorch  PyTorch  TensorFlow  Keras  scikit-learn  scikit-learn  

Software

Weights & Biases  Markdown  Markdown  Markdown  Markdown  Markdown  

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  1. Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-DataShip-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-DataPublic

    Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.

    Jupyter Notebook 143 13

  2. Satellite-Imagery-Datasets-Containing-ShipsSatellite-Imagery-Datasets-Containing-ShipsPublic

    This repository provides a comprehensive list of radar and optical satellite datasets curated for ship detection, classification, semantic segmentation, and instance segmentation tasks. These datas…

    562 72

  3. Wildfire-Smoke-DetectionWildfire-Smoke-DetectionPublic

    Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.

    Jupyter Notebook 21 2

  4. Vehicle-Navigation-Shortest-PathVehicle-Navigation-Shortest-PathPublic

    Shortest path calculation and route plotting, in interactive Folium map, based on NetworkX's Dijkstra's pathfinding algorithm.

    Jupyter Notebook 7

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