Search for a command to run...
In this project, I've built a Computer Vision model to find basket icons in e-commerces.
I help companies to leverage Machine Learning to create innovative products through an end-to-end machine learning development process that designs, builds, and manages reproducible, testable, scalable, and evolvable ML-powered software with minimal cost.
No comments yet. Be the first to comment.
Here I show a summary description of the projects I've been working on in the last few years. Most of the projects have the source code publicly available.
In this project, I've to use OpenCV and Viola-Jones Algorithm to build a face detection system that works in real-time.
How AI-Driven Programming is Transforming the Tech Industry and Reshaping Developer Roles
How Automated Tests Can Transform Your Nights From Stressful to Restful
Streamlining Business Communication for Enhanced Collaboration, Customer Support, Marketing, and Decision-Making.
Machine Learning Operations is a process of automating and productionalizing machine learning applications and workflows.
In this project, I've built a Computer Vision model to help a client to detect e-commerces websites.
The client takes a screenshot of the main page of the website.
I've built an object detection model using Tensorflow to find basket icons on the screenshot image.
The model was trained with ~ 3000 images with a diverse set of basket icons.
The model accuracy was 95.5%
I've built a web app so the client could test the solution.
I've created a REST API to serve the model in production and package it all in a Docker container to easily deploy and scale it.
The client integrates the API in his solution and improves the e-commerces detection.
As this is a private project, the source code is not available.
You can check the tools I've used and try them by yourself or just send me a message so we can work together.
Python - Programming Language.
Tensorflow - An end-to-end open-source platform for machine learning.
FastAPI - A web framework for building APIs with Python.
Docker - Industry standard for containers.
