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@jasonmanesis
jasonmanesis
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Jason Manesis jasonmanesis

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Geoinformatics Engineer | MSc | MEng R.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 text Bash 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

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  1. Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data Public

    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-Ships Satellite-Imagery-Datasets-Containing-Ships Public

    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...

    563 72

  3. Wildfire-Smoke-Detection Wildfire-Smoke-Detection Public

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

    Jupyter Notebook 21 2

  4. Vehicle-Navigation-Shortest-Path Vehicle-Navigation-Shortest-Path Public

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

    Jupyter Notebook 7

AltStyle によって変換されたページ (->オリジナル) /