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amna Elmustafa's Projects

object-tracker icon object-tracker

we will build a simple object tracker on all frames of a video and then will link the predictions from one frame to the next.

prediction-of-human-locomotor-activity-from-wearable-sensors icon prediction-of-human-locomotor-activity-from-wearable-sensors

Uploaded in this repositery a list of codes & functions used for a Study of using different Ml models/methods for the recognition of human locomotor activities from wearable sensor. The objective was to investigae the suitability of some models/methods/features over the others by measures of performances metrices. The data was first denoised, segmented , then features were extracted & selected & finally fed to the "parameter tuned" models.

spark icon spark

[ICLR'23 Spotlight] The first successful BERT-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

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