allihaider,Ali Haider,github

I do full-stack Machine Learning and Data Science🚀

🔭 Graduate student in the Master of Science In Artificial Intelligence program at Iowa State University
💬 Ask me about Machine Learning, Deep Learning, Data Science, or Artificial Intelligence
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Ali Haider's Projects

fastai-v3

Starter app for fastai v3 model deployment on Render

google-images-scraping-tool

The following code uses the fast.ai library to scrape images from a google image search

image-classification-using-resnet34

The following notebook trains a neural network classifier based on Resnet34 that is able to differentiate between 120 different species of dogs with over 85% accuracy. The network is trained using the fast.ai library which is built on top of pytorch. The Stanford Dogs Dataset is utilized for training.

image-preprocessing-techniques

Jupyter notebook containing various image preprocessing techniques and their implementations in python.

k-nearest-neighbors

A quick and easy K-Nearest Neighbors implementation

keras-io

Keras documentation, hosted live at keras.io

semantic-segmentation-on-medical-images

The repository contains code that was used to semantically segment dental pathologies on a real-world dental radiograph dataset

semantic-segmentation-using-unet

The following colab notebook attempts scene parsing using a pre-trained U-net architecture

spacy-example-medium-article

The jupyter notebook is meant to be a complementary resource to my medium article on semantic analysis with spacy

svm-example-for-medium-article

This repository contains code that visualizes the decision boundary of a support vector machine model on a 3-D dataset. It is meant to be a supplement to the related medium article.

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