Romain GuioninVorTECHsaBuilding a culture of business owners and incremental innovationsDon’t ask for permission — ask for adviceFeb 16, 2021Feb 16, 2021
Romain GuioninVorTECHsaSatellite images object detection — part 2: the beauty & the beastShip surveillance & tracking with Tensorflow 2.0 — part 2: transfer learning; CAM attention interpretabilityJun 16, 2020Jun 16, 2020
Romain GuioninVorTECHsaSatellite image segmentation— part 3Ship surveillance & tracking — part 3: Identifying where ships are on an image, using a U-net built on top of encoder trained in part 2.Jun 12, 2020Jun 12, 2020
Romain GuioninVorTECHsaSatellite images object detection — part 1: 95% accuracy in a few lines of codeShip surveillance & tracking with Tensorflow 2.0 — part 1: super simple solutionFeb 4, 2020Feb 4, 2020
Romain GuioninVorTECHsaTurning a repetitive business task into a self-improving processSimple and practical end-to-end case study of managing the bias vs variance trade-off on a small text data setAug 2, 2019Aug 2, 2019
