Mohammad Ausaf's repositories
StableFaceTut
Build your own Face App with Stable Diffusion 2.1
AushadHubFrontEnd
Repo 2 of AushadHub, a FlaskApp with HTML, CSS and Javascript as FrontEnd. This is client side FrontEnd which posts the Image input to endpoint of FlaskApp hosted on google cloud for preprocessing and Inferencing.
DontLookUp
In browser Wikipedia style quick loookup, LLM and Wiki based quick search extension. Open-Source, Contributions, Forkes and Suggestions welcomed. Temp API below
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
Google-Ads-Data-Transformation-and-Model-Building
Performed Data Cleaning on a quite messy datase, performed analysis and built ML models.
Major-Papers
Papers I already have or going to read
CustomDocument-ChatBot
Repo creating a document QA bot using LangChain, PineCone and indexing rather than finetuning.
AushadhHub-BackEnd
Repo 1 of End-to-End Machine Learning Project aiming to solve the problem of identification of medicinal herbs.The Application uses ResNet trained on custom dataset, a validation accuracy of 96%. The training and testing dataset contains over 1500 images across 30 medicinal herb species.
To-Do
Flask ToDo Site with Crud Operations
NoteBook-Medicinal-Herb-Model-ResNet
A possible tool for assistance in Alternative Medicine using DeepLearning models of Resnet-50, looking to try more algorithms especially VGG16. If someone has any suggestions please feel obliged to guide me .
ResNet50-VGG16-MRI_Tumor_Classification
A attempt at classifying MRI images. Further additions once i get the time or maybe a idea.
awesome-openai-vision-api-experiments
Examples showing how to use the OpenAI vision API to run inference on images, video files and webcam streams
Exercise-CounterCumTimer
A pose detection cum timer implementation, however focused on preprocessing of the feed beforehand to filter feed fluctuations.
Credit-Card-Fraud-Detection
Classic Credit Card fraud detection project.
Audio-Fingerprinting-Demo
Tried Torch Audio library in an attempt to do Audio Fingerprinting.
PlayStoreEDA
Did EDA on Play Store Data. Used some references from kaggle notebooks .
LLM-Finetuning-Template
Template Code for working and finetuning a LLM for custom dataset, here a artificially generated dataset ( couldn't find a real one).
Web-Scrapping-with-BeautifulSoup
A custom template code for webscrapping amazon using beautiful soup, needs some improvements though.
Hugging-Face-NLP
A custom NLP template implementing Text classification and Sentiment Analysis using Hugging Face Transformer.
EfficientNET-ResNET-on-Food101-Dataset
End to End Classification process on Food 101 Dataset
Sketchify
Convert an image to a pencil sketch