I'm a dedicated enthusiast of AI and Data Science, currently engrossed in various AI/ML projects. These hands-on experiences have been instrumental in shaping my journey so far. As I continue to work on more projects, my understanding in this field deepens, and my passion grows.
E2E-CVTON is an end-to-end system which can generate a cloth try-on image, provided an image of a person and of a cloth. This system is implemented as a FastAPI server which is used to interact with the AI model over HTTP.
| Person | Cloth | Try-on image |
|---|---|---|
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This is a WordPress plugin which adds an AI chatbot to your website. The AI chatbot uses Retrieval Augmented Generation (RAG) to fetch the contents of your website and respond based on it, which means users can ask the assistant anything about the contents of your website and the chatbot will be able to answer them.
Website Link: https://ds-salary-prediction.streamlit.app/
This Webapp is used for predicting the salaries of data scientists using a machine learning model.
Exploratory Data Analysis and Model Training Report are also included on the website.
The Webapp also monitors Data Drift from the original data.
Used full CI/CD pipeline for deployment (GitHub Actions).
A Docker container of this app had been deployed on AWS Elastic Container Service.
4. Movie Colorizer 🎥
This program can fill color in B&W movies and images using deep learning.
Implemented using UNet-based Generative Adversarial Network.
Achived a final SSIM score of 0.873.
See an image of a Pizza🍕 colored using the model:
⚡ Checkout my other repositories for more projects...
