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Computer Vision Projects
Semantic Image Segmentation (Projects 8 & 9) Overview These two projects focus on semantic image segmentation for intelligent vision systems, using real-world urban imagery from the Cityscapes dataset . The objective was to design, evaluate, and deploy deep learning models capable of assigning a semantic class to each pixel in an image, while carefully balancing segmentation accuracy, robustness, and inference performance . Across both projects, several architectures were im
Fabien Cappelli
Feb 153 min read


Scratch 3: My daughters are taking a Harvard course 😱
Capucine (11) and Clotilde (8) have finally come back to me, ready to seriously learn how to code! We had previously started exploring...
Fabien Cappelli
May 28, 20251 min read


Project: Sentiment Prediction (Tweet)
(Full version available on the website) Project Background and Objective The goal of this project is to build a functional prototype of...
Fabien Cappelli
May 27, 20256 min read
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