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m-ali-awan

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This repo contains, my experimentation of semantic and instance segmentation.

yolov5-seg-labels-conversion

Converting Instance segmentation labels in COCO format to YOLOv5-seg

Python

gpt-json-sanitizer

A package to fix JSON responses from ChatGPT

Jupyter Notebook

generative-learning

different experimentations for SOTA works

Jupyter Notebook

python-datastructures---algorithms

My implementation of data structures and algorithms in Python.

Jupyter Notebook

using-textract-to-the-best

How to parse Textract results for post-processing

Jupyter Notebook

Fastai-Tabular

Jupyter Notebook

SageMaker-TopicModeling

Exploring LDA and NTM algorithms, and analyzing the results across few use cases.

Jupyter Notebook

sagemaker-pure-pytorch-deployment

Deploying a Pytorch trained model on sagemaker, with well documented steps

Jupyter Notebook

graph-neural-nets

Deep dive into Graph Neural Nets

Jupyter Notebook

SpeechRecognition

In this I have implemented Spoken Digits Recognition, from a Medium post.

Jupyter Notebook

aws-imp-commands

Helpful utilities for working with s3, sagemaker and other AWS services

machine-learning-useful-docs

in development

transformers-from-scratch

Designing transformers with different attention mechanisms from scratch

Jupyter Notebook

pytorch-mnist-dist-training

Distributed-Training on Sagemaker Notebook Instance

Jupyter Notebook

Udacity-Capstone-Project

Stock Price Prediction as my Capstone Project

Jupyter Notebook

PoseEstimation

Simple implementation of OpenPose for SinglePerson, and MultiPerson

Jupyter Notebook

super-resolution-ssimadded

SuperResolution using ESRGAN architecture with custom loss

Jupyter Notebook

RL-from-scratch

From scratch learning for RL, using Pytorch, and OpenAI Gym.

Jupyter Notebook

m-ali-awan/PytorchSegmentation

m-ali-awan

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