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  • A2Amir Public

    Updated Feb 19, 2024

  • Markov-Localization-and-the-Kidnapped-Vehicle- Public

    Markov Localization or Bayes Filter for Localization is a generalized filter for localization and all other localization approaches are realizations of this approach. By learning how to derive and …

    C++ 2 1 MIT License Updated Jan 13, 2024

  • SAGC-A68 Public

    A Space Access Graph dataset for the Classification of spaces and space elements in Apartment buildings

    Jupyter Notebook 1 Other Updated Apr 17, 2023

  • SFS-A68 Public

    A dataset for the segmentation of space functions in apartment buildings

    Jupyter Notebook 1 GNU General Public License v3.0 Updated Apr 11, 2023

  • Programm-An-Autonomous-Vehicle-in-ROS Public

    In the project I am going to programm a car to drive itself around the test track using components of the perception, planning and control subsystems which will be implemented in the Robot Operatio…

    CMake 18 4 GNU Lesser General Public License v2.1 Updated Mar 24, 2023

  • Analyse-Disaster-Data Public

    In this Repos I am going to analyze disaster data from Figure Eight to build a natural language classification model for an API that classifies disaster messages.

    Jupyter Notebook 3 GNU General Public License v2.0 Updated Dec 8, 2022

  • Batch-Layer-Normalization Public

    Jupyter Notebook 4 1 Apache License 2.0 Updated Oct 10, 2022

  • Explainability-in-Machine-Learning-Models-for-Credit-approval Public

    Defaulting on credit can significantly impact your ability to borrow money in the future. In this study, we found that a prior default decreases the chance of getting credit by 70 percent. This exp…

    Jupyter Notebook 1 Boost Software License 1.0 Updated Apr 27, 2022

  • Counting-Trees-using-Satellite-Images Public

    This study investigates the aspect of localizing and counting trees using satellite images to create an inventory of incoming and outgoing trees for an annual tree inspections.

    Jupyter Notebook 72 33 Updated Feb 21, 2022

  • Data-Mining-and-AI-Resources Public

    4 1 Updated Nov 23, 2021

  • Prostate-Segmentation Public

    In this repository, I tried to segment prostate images (MRI) using Deep Learning networks.

    Jupyter Notebook 3 1 Apache License 2.0 Updated Sep 16, 2021

  • keras-unet-collection Public

    Forked from yingkaisha/keras-unet-collection

    The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

    Python MIT License Updated Sep 6, 2021

  • cocalc-docker Public

    Forked from tornaria/cocalc-docker

    Docker setup for running CoCalc as downloadable software on your own computer

    Dockerfile Updated Jul 13, 2021

  • knodle Public

    Forked from knodle/knodle

    A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

    Python Apache License 2.0 Updated Jul 6, 2021

  • Swin-Transformer Public

    Forked from microsoft/Swin-Transformer

    This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

    Python MIT License Updated Apr 21, 2021

  • Topic-Modeling Public

    In this repository, I'll use the gensim library to build LDA (Latent Dirichlet Allocation) to classify text in a document to a particular topic.

    Jupyter Notebook Updated Mar 30, 2021

  • Find-prime-numbers-by-various-threads Public

    A multi-threaded c program to find prime numbers between two ranges and the time it takes the program to run.

    C Updated Mar 25, 2021

  • Spam-Classifier-with-Naive-Bayes Public

    In this this repository I will be using the Naive Bayes algorithm to create a model that can classify SMS messages as spam or not spam.

    Jupyter Notebook 2 Mozilla Public License 2.0 Updated Feb 18, 2021

  • Machine-Translation Public

    In this notebook, I will build a deep neural network that functions as part of an end-to-end machine translation pipeline. My completed pipeline will accept English text as input and return the Per…

    Jupyter Notebook 2 Updated Feb 15, 2021

  • Deciphering-Encrypted-Text-with-character-level-RNNs Public

    In this repository I build a recurrent neural network and train it to decipher strings encrypted with a certain cipher.

    Jupyter Notebook Updated Jan 30, 2021

  • Recommendation-Systems Public

    In this Repository, I will be working with the MovieTweetings data to create three type of recommendations (Knowledge Based Recommendations, Collaborative Filtering Recommendations and Content Base…

    Jupyter Notebook 6 1 GNU General Public License v2.0 Updated Jan 18, 2021

  • Part-of-Speech-Tagging Public

    In this notebook, you'll use the Pomegranate library to build a hidden Markov model for part of speech tagging with a universal tagset.

    Jupyter Notebook 2 Mozilla Public License 2.0 Updated Jan 15, 2021

  • Sentiment-Analysis Public

    Sentiment Analysis with logistic Regression and Fully Connected layer and LSTM (Tensorflow)

    Jupyter Notebook 2 Updated Jan 14, 2021

  • A-new-efficient-lightweight-semantic-segmentation-Network Public

    The E-UNet is a powerful architecture for real-time semantic segmentation, especially if one wants to run it in low-resource embedded systems.

    Jupyter Notebook 8 Updated Dec 31, 2020

  • Face-Detection-and-Verification Public

    In this Repositiory, the goal is to code networks that are developed for Face Verification and Detection.

    deep-neural-networks face-recognition face-detection face-verification
    Jupyter Notebook 2 GNU General Public License v2.0 Updated Nov 23, 2020

  • NLP-and-Pipelines Public

    This Repo give you an overview of how to design an end-to-end NLP pipeline.

    Jupyter Notebook 6 2 GNU General Public License v2.0 Updated Oct 9, 2020

  • The-Usage-of-AI-defects-for-Building-Footprint-Segmentation Public

    To investigate the effect of pre-processing algorithms in the field of Building Footprint Segmentation, we are going to design a pre-processing algorithm that manipulates the training data to feed …

    Python 2 1 GNU General Public License v2.0 Updated Sep 22, 2020

  • Object-Detection--MobileNet-and-MobileNetSSD- Public

    Learn about MobileNets and separable depthwise convolutions. and the SSD (Single Shot Detection) architecture used for object detection.

    Jupyter Notebook 1 GNU Lesser General Public License v3.0 Updated Sep 21, 2020

  • Polygonization-of-Segmentation-Networks Public

    Jupyter Notebook 5 1 Updated Sep 8, 2020

  • Generative-Adversarial-Network--GAN- Public

    In this Repo I will explain and code the mathematical principles of the

    Jupyter Notebook 3 1 Updated Sep 2, 2020