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Rehman Zafar's Projects

concept-based-xai icon concept-based-xai

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

darknet icon darknet

Extension of the public darknet repository with additional features and code improvements for YOLO.

deploymodelasservice icon deploymodelasservice

Deploy TensorFlow model as a service at Microsoft Azure by using Azure Container Instances (ACI).

detectdamage icon detectdamage

Classifiying the damaged vehicles with deep learning models (keras and tensorflow).

dlime_experiments icon dlime_experiments

In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).

imagenet-datasets-downloader icon imagenet-datasets-downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

markdown_readme icon markdown_readme

Markdown - you can mark up titles, lists, tables, etc., in a much cleaner, readable and accurate way if you do it with HTML.

melime icon melime

Meaningful Local Explanation for Machine Learning Models

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