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mahmuudtolba's Projects

car-price-prediction icon car-price-prediction

Being able to predict a car price and understand what features has more impact of the price

maskedblur-instance-segmentation-for-human-privacy icon maskedblur-instance-segmentation-for-human-privacy

employs a state-of-the-art Mask R-CNN (Region-based Convolutional Neural Network) model for precise instance segmentation. This model accurately identifies and isolates individual instances of human subjects within a given visual scene, effectively creating a detailed mask that delineates human presence.

rnn-encoder-decoder-for-statistical-machine-translation icon rnn-encoder-decoder-for-statistical-machine-translation

The RNN Encoder-Decoder architecture is a fundamental framework used in various sequence-to-sequence tasks such as machine translation German to English., where it encodes an input sequence into a fixed-size vector representation and then decodes this representation into an output sequence.

salary-prediction-classification icon salary-prediction-classification

Our goal here is to understand the data as much as possible , comparing different models of different companies, asking some questions that will allow us to understand the data beter and predict if the salary whether less than 50K or greater than 50K ?

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