Muhammad Ali's repositories
yolov5-seg-labels-conversion
Converting Instance segmentation labels in COCO format to YOLOv5-seg
generative-learning
different experimentations for SOTA works
AI-Art
PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
aws-imp-commands
Helpful utilities for working with s3, sagemaker and other AWS services
client-ajay-docs
Will maintain the project progress, and discussions
client-dev-sm-poc
Using different capabilities of SageMaker with fastai. Extending PyTorch container for script-mode training with fastai
cvat
A fork of OpenCV CVAT opensource repo (https://github.com/opencv/cvat)
graph-neural-nets
Deep dive into Graph Neural Nets
RL-from-scratch
From scratch learning for RL, using Pytorch, and OpenAI Gym.
sagemaker-pure-pytorch-deployment
Deploying a Pytorch trained model on sagemaker, with well documented steps
SageMaker-TopicModeling
Exploring LDA and NTM algorithms, and analyzing the results across few use cases.
using-textract-to-the-best
How to parse Textract results for post-processing
GDN
Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series"
kit-extension-sample-airoomgenerator
A tool used to create 3D content for rooms by calling OpenAI's API
m-ali-awan
my profile page
mrwhisper-omniverse-extensions
Developing omniverse extensions, for using LLMs
ocr_pytorch
A pytorch-lightning implementation of CTPN for text detection and recognition
PoseEstimation
Simple implementation of OpenPose for SinglePerson, and MultiPerson
python-datastructures---algorithms
My implementation of data structures and algorithms in Python.
pytorch-mnist-dist-training
Distributed-Training on Sagemaker Notebook Instance
PytorchSegmentation
This repo contains, my experimentation of semantic and instance segmentation.
sagemaker-learning-brad
Well commented code for different types of training configurations
SpeechRecognition
In this I have implemented Spoken Digits Recognition, from a Medium post.
super-resolution-ssimadded
SuperResolution using ESRGAN architecture with custom loss
TADDY_pytorch
A Pytorch implement of paper "Anomaly detection in dynamic graphs via transformer" (TADDY).
transformers-from-scratch
Designing transformers with different attention mechanisms from scratch
Udacity-Capstone-Project
Stock Price Prediction as my Capstone Project