PLANCHE

Our goal is to develop state-of-the-art computer vision algorithms for image-based crop evaluation and weather-related risk assessment to support real-time decision-making for growers. Our cranberry bog monitoring system maps cranberry density (based on fruit instance segmentation) and predicts short-term cranberry internal temperatures (predicting solar irradiation and fruit temperature in an end-to-end differentiable network)... Tackling real/synthetic domain adaptation from a different angle, we introduce a pipeline to map unseen target samples into the synthetic domain used to train task-specific methods. Denoising the data and retaining only the features these recognition algorithms are familiar with, our solution greatly improves their performance... Personal page of Benjamin Planche. Researcher, Author, Photographer, and Traveler