faizan1234567/Assignments

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faizan1234567/Assignments

faizan1234567

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Course assignments

BraTS23-Tumors-Segmentation

Brain tumors segmentation on 3D MRI images. The model has been trained on BratTS20 and BraTS21 datasets, and now working with BraTS23.

8-Puzzle-A-Star-Search

This repository contains C++ implementation of A* search algorithm for finding path to goal state for 8 puzzle problem in AI.

Convolutional-Neural-networks-in-TensorFlow

Convolution Neural Networks implementation in TensorFlow

Jupyter Notebook

Machine-Learning

Machine learning with MATLAB/Octave, coding machine learning algorithms from scratch

sentence-classification

Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.

Jupyter Notebook

medium-blog-posts-code

medium blog posts code

Jupyter Notebook

Hand-writing-recognition

Handwriting recognition using deep learning.

Jupyter Notebook

Recognition-and-gradient-based-localization-of-chest-radiographs

Disease diagnoses in chest radiographs with different neural network architectures, and models activations localization using grad-cam. The whole implementation is in Pytorch.

Jupyter Notebook

HGNN2

implementation of hypergraph on citation dataset

Image-Classification

Image classification on custom dataset

YOLOv7-Reparameterization

This repository contains scripts to reparamterize the YOLOv7 model and it's variants. This can help in deployment and further usage.

sentiment-analysis-and-text-generation

This repository contains implementation to sentiment analysis and text generation on sarcasm dataset and generating poetry like text.

Jupyter Notebook