AI Image Recognition App using Gemini on Vertex AI
FIRAS TLILI
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.
