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Akshya Singh's Projects

action_detection_in_email icon action_detection_in_email

ENRON Dataset Parser. And a heuristics-based linguistic model for detecting actionable items from the email. A rule-based model to classify sentences to actionable sentence and non-actionable sentence.

defect_detection_wood_object icon defect_detection_wood_object

An algorithm to detect objects using image segmentation and further process them to identify if they are healthy or contain any kind of defect ie crack, round, shape etc

loglizer icon loglizer

A log analysis toolkit for automated anomaly detection

nodeassignment icon nodeassignment

A backend assignment implementing CRUD + error handlers + Mongo connect

predict_deep_fashion_attributes icon predict_deep_fashion_attributes

Garments in fashion domain are characterised by attributes like pattern, neck types, sleeve types, size, material. Ecommerce websites use this data to help users navigate through their catalog via filters and effective categorization. To predict these visual features using Deep Learning. Please train a โ€‹Single Neural Network to predict all three attributes for each garment.

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