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Anomaly detection

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POC – Real-time deep learning segmentation

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SiliconBased, a pioneering company based in Tarragona, embarked on a Proof of Concept (POC) that promises to transform the way hydrocarbon transport handles loading and unloading processes. At its core, this innovative project leverages the power of deep learning and computer vision to enhance safety and efficiency. A customized dataset was meticulously crafted to accommodate …

Anomaly detection with GANs

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An elegant way to solve anomaly detection is to use GANs networks to solve the trade- off of extremely imbalanced dataset. In this case, I was contacted by a company that participated in challenges with Red Electrica from Spain and had a very advanced project based in GANs to detect anomalies in electrical network infrastructures. …