AI Image Recognition App using Gemini on Vertex AI

FIRAS TLILI

0

Cloud Infrastructure Architect

ML Engineer

AI Model Developer

Google Cloud Platform

Python

AI Image Recognition App using Gemini on Vertex AI

This project demonstrates how to use Google's Gemini model on Vertex AI for image recognition tasks. By integrating generative AI models, this app can process an image and respond to a text-based question about the image, returning a human-like description of the content.

Objective

The goal of this project is to:
Connect to Vertex AI using the Python SDK.
Load and interact with a pre-trained generative AI model (Gemini).
Send image and text queries to the AI model.
Extract and display the textual responses generated by the model.
Build an AI-powered application that leverages Google Cloud's Vertex AI to simplify AI integrations in real-world scenarios.

Features

Vertex AI Integration: Connect seamlessly to Google Cloud’s Vertex AI platform.
Generative AI with Gemini: Leverage Google's powerful pre-trained Gemini model.
Multimodal AI: Combine image and text inputs to generate descriptive textual outputs.
AI-powered Applications: Learn how to easily integrate AI into your software projects.
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Posted Jan 23, 2025

This repository contains an AI-powered image recognition application built using Google Cloud's Vertex AI and Gemini model. The app allows users to provide ima…

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Cloud Infrastructure Architect

ML Engineer

AI Model Developer

Google Cloud Platform

Python

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