Google Vertex AI Tutorial #5 - Multimodal Tutorial: Image, Video & Audio Analysis with Gemini 2.0

Mohamed Naji Aboo ยท Beginner ยท๐Ÿ› ๏ธ AI Tools & Apps ยท3mo ago
๐Ÿš€ Learn how to use Google Vertex AI with Gemini 2.0 Flash for multimodal AI applications! This comprehensive tutorial covers image analysis, video understanding, and audio processing using Google Cloud Platform. Bucket URL - https://console.cloud.google.com/storage/browser/cloud-samples-data/generative-ai/ ๐Ÿ“š What You'll Learn: - Setting up Vertex AI authentication with service accounts - Analyzing images with Gemini 2.0 Flash model - Processing multiple images simultaneously - Video content description and analysis - Audio file summarization and transcription - Working with Google Cloud Storage buckets ๐Ÿ’ป Code Covered: โœ“ Google Auth setup with service account credentials โœ“ Vertex AI SDK initialization โœ“ GenerativeModel implementation โœ“ Part.from_uri for multimodal content โœ“ Image, video, and audio processing ๐Ÿ”ง Prerequisites: - Google Cloud Platform account - Vertex AI API enabled - Service account with proper permissions - Basic Python knowledge โฑ๏ธ Timestamps: 0:00 - Introduction 0:30 - Setting up authentication 2:00 - Image analysis with Gemini 4:30 - Multiple image processing 6:00 - Video content analysis 8:00 - Audio summarization 10:00 - Conclusion ๐Ÿ”— Useful Resources: - Vertex AI Documentation: https://cloud.google.com/vertex-ai/docs - Gemini API Guide: https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/gemini - Sample Code: [Your GitHub Link] ๐Ÿ’ก Don't forget to LIKE, SUBSCRIBE, and hit the BELL icon for more Google Cloud and AI tutorials! #VertexAI #GoogleCloud #GeminiAI #MachineLearning #GCP #AITutorial --- Instructor: Mohamed Naji Aboo
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Chapters (7)

Introduction
0:30 Setting up authentication
2:00 Image analysis with Gemini
4:30 Multiple image processing
6:00 Video content analysis
8:00 Audio summarization
10:00 Conclusion
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