Simon Madec
Research Scientist at CIRAD
France
Summary
👤
Senior🎓
Top SchoolSimon Madec is a research scientist based in France with eight years of experience applying deep learning and multi-source remote sensing to agricultural and environmental problems. Currently at CIRAD, he develops computer vision methods for high-resolution crop phenotyping, combining multispectral and RGB imagery to retrieve biophysical variables from aerial and satellite platforms. His background spans PhD-level image analysis and signal processing from Grenoble INP and INRA, plus hands-on engineering experience in drone imaging, solar forecasting, and real-time video processing. Known for bridging theory and field-ready solutions, he prototypes end-to-end pipelines that translate optical flow, CNNs and multisensor fusion into actionable plant stress metrics for researchers and agronomists.
8 years of coding experience
7 years of employment as a software developer
Engineer's degree, Computer vision & science, signal processing, Engineer's degree, Computer vision & science, signal processing at Grenoble INP PhelmaPHD, Image analysis, statistics, deep learning, field crop phenotyping, PHD, Image analysis, statistics, deep learning, field crop phenotyping at INRAClasse préparatoire PCSI/PSI, Maths, Physics & Engineering Science, Classe préparatoire PCSI/PSI, Maths, Physics & Engineering Science at Lycée Chateaubriand
French, English, Spanish
Stackoverflow
101reputation
11kreached
3answers
2questions
Github Skills (41)
keras-tensorflow10
keras-models10
image-segmentation10
densenet10
segmentation10
mobilenet10
image-processing9
imagenet9
pytorch9
datasets9
semantic-segmentation9
keras9
efficientnet9
resnet9
segformer9
Programming languages (4)
Github contributions (5)
simonMadec/VegAnn
Aug 2022 - Mar 2023
Repository of the VegAnn Dataset
Contributions:36 commits, 6 PRs, 45 pushes in 6 months
datasetdeep-learningpytorchsemantic-segmentation
simonMadec/Wheat-Ears-Detection-Dataset
Oct 2018 - Nov 2021
Contributions:9 commits, 8 pushes, 1 comment in 3 years 1 month
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