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daniele-marini's Projects

grad-cam icon grad-cam

Testing Grad-CAM localization ability on brain tumor classification task

intrusion_detection icon intrusion_detection

Detect objects that do not belong to a static reference scene, highlight the contours and establish if such objects are persons or objects added/removed from the scene

metric_learning icon metric_learning

Classification and one-shot learning tasks using a multi-dimensional embedding space created with a Siamese Neural Network trained with triplet loss function

pos_tagging icon pos_tagging

POS-tagging task with different models, involving RNN networks

question_answering icon question_answering

Question Answering task with EncoderDecoderModel (bert-tiny and DistilRoBERTa) from Hugging Face

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