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 (48)
keras-tensorflow10
keras-models10
image-processing10
imagenet10
semantic-segmentation10
image-segmentation10
densenet10
mobilenet10
segmentation10
resnet10
computer-vision10
efficientnet10
annotations9
transformers9
pytorch9
Programming languages (3)
Github contributions (5)
simonMadec/awesome-phenotyping-deep-learning
Nov 2018 - Jul 2022
Contributions:13 commits, 10 pushes, 1 branch in 3 years 8 months
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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