AHMAD SARMAD ALI's repositories
3d-diffusion-papers
A collection of papers on diffusion models for 3D generation.
Car-Wheels-Detection-Using-Transformers-
In this research we have explored how we can make sensors able to detect car wheels using highly intelligent models. This research also explored the use Attention Mechanism and we can make our models focus on certain part of sequences to detect even small frequencies.
Cat-Image-Dector-with-1-hidden-Layer
If you are a Deep Learning enthusiast than you must know how important is it to make a cat image classifier in deep learning. During my course on Coursera i have built a strong foundation of neural networks and after completing the course it's time to check how clear are my understnadings.
Cat-Image-Detector
A simple AI that will detect that the given image is of a cat or not.
Digit-Recognizer
This is a Deep Learning project for self learning. In this project dataset is taken from kaggel site which contains images of digits from 0-9 and model is trained to predict the image.
Hangman---Visual-Studio-2015-with-Irvine
Developing game "Hangman" using Microsoft Visual Studio 2015 as a software tool and Irvine libraries
Knowledge-Distillation-Based-QOT-Estimation-in-Optical-Networks
In this research project we have explored Knowledge Distillation for QOT Estimation in Optical Networks. This research gives great idea how we can extract knowledge from large models to teach our small models.
Quality-of-Transmission-Estimation-Using-ML-in-Optical-Networks
In this project we have explored how we can use Machine Learning and Deep Learning techniques in the field of Optical Networks. This project aims to the assurance of Quality of Transmission Estimation.
Reusable-Embeddings
This tutorial will help you to better understand the concept of embeddings and how reusable embeddings work.
Transfer-Learning-based-QOT-Estimation-of-an-Unestablished-Lightpath
In this research we have explored Transfer Learning and how we can use it for QOT Estimation of an Unestablished Lightpath. This research aims to provide idea that how we can use models trained on bigger datasets and with complex architecture to get accurate results on our small datasets.
Inventory-managment-in-python
A inventory managment System written in Python with Tkinter
LEXICAL-ANALYZER
A simple Lexical Analyzer written in C language
MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
ROCKET-GAME
My first simple game in c .
SHAKESPEAR-CHATBOT
This chat bot is fine tuned on GPT-2 model to generate responses like Shakespear.
Sudoku
A desktop Sudoku game built with Assembly programming language.