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Zahra Golpayegani's Projects

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

code icon code

Applied CNN to food-101 dataset

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

expressjs icon expressjs

This is the repository for my course, Building a Website with Node.js and Express.js on LinkedIn Learning and Lynda.com.

inse6220 icon inse6220

Final project for INSE6220 course at Concordia University.

instaloader icon instaloader

Download pictures (or videos) along with their captions and other metadata from Instagram.

nmt-with-attention-mechanism icon nmt-with-attention-mechanism

In this project I implement Neural Machine Translation using Attention mechanism. The code is written using the TensorFlow library in Python. I have used TensorFlow functionalities like tf.data.Dataset to manage the input pipeline, Eager Execution and Model sub classing to create the model architecture.

patchsvd icon patchsvd

Official Python implementation of "PatchSVD: A Non-uniform SVD-based Image Compression Algorithm", ICPRAM 2024

slda icon slda

Cython implementations of Gibbs sampling for supervised LDA

ud811 icon ud811

Course materials for Udacity's Intro to Progressive Web Apps course at https://www.udacity.com/course/intro-to-progressive-web-apps--ud811

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