Rehman Zafar's repositories
xai-iml-sota
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
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).
ssd-resnet-to-tflite
Conversion of SSD Resnet-50 model to TFLite.
DetectDamage
Classifiying the damaged vehicles with deep learning models (keras and tensorflow).
concept-based-xai
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
DeployModelAsService
Deploy TensorFlow model as a service at Microsoft Azure by using Azure Container Instances (ACI).
coding-interview-university
A complete computer science study plan to become a software engineer.
ImageNet-Datasets-Downloader
ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.
inceptionV2_finetune
Fine-tuning of inceptionV2 on CUB-200 Birds dataset in Tensorflow
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.
models-comparison.pytorch
Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
self-driving-car
The Udacity open source self-driving car project